{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"65615aa654f9","filters":{"venue":"International Journal of User-Driven Healthcare"}},"results":[{"id":"W2616329362","doi":"10.4018/ijudh.2016070101","title":"Communication AssessmenT Checklist in Health","year":2016,"lang":"en","type":"article","venue":"International Journal of User-Driven Healthcare","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Readability; Checklist; Health communication; Quality (philosophy); Health literacy; Computer science; Health care; Medicine; Medical education; Psychology","authors":[{"name":"Juliana Genova","is_ca":true},{"name":"Jacqueline L. Bender","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0672055490935523,"gpt":0.5161707450929315,"spread":0.4489651959993792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004742733,0.0001500686,0.0004227932,0.000468311,0.0002946623,0.00002517372,0.0008897384,0.0001652718,0.0005794562],"category_scores_gemma":[0.0006024616,0.0001018864,0.0001080746,0.0002161733,0.00006105765,0.001497222,0.0001637459,0.001009342,0.00008169733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551853,"about_ca_system_score_gemma":0.002235723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114769,"about_ca_topic_score_gemma":0.001106337,"domain_scores_codex":[0.9929167,0.001708068,0.003951679,0.0001660541,0.0008065061,0.0004509924],"domain_scores_gemma":[0.9931907,0.0007924579,0.00312772,0.0003806296,0.002165846,0.0003426264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002285107,0.0001747075,0.8928295,0.0003377162,0.00003303967,0.000008620656,0.004422696,0.00001959852,0.00004019608,0.016095,0.005332106,0.08047835],"study_design_scores_gemma":[0.002804321,0.0001913641,0.7401521,0.003792433,0.000002148717,0.00001839853,0.001608819,0.0002633945,0.000009029412,0.0019004,0.2491259,0.0001317483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679167,0.0005910051,0.01143145,0.3008696,0.003986584,0.001066658,0.0001822239,0.00006073738,0.002644715],"genre_scores_gemma":[0.9783069,0.00178177,0.007979936,0.01106233,0.0004191765,0.00003433461,0.00002759419,0.00001641247,0.0003715317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991399,"threshold_uncertainty_score":0.6673008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974069505","doi":"10.4018/ijudh.2013010106","title":"Individualization of Decision Making Regarding Mammographic Screening for Breast Cancer in Women 40-49 y.o. with First Degree Relative with Breast Cancer","year":2013,"lang":"en","type":"article","venue":"International Journal of User-Driven Healthcare","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast cancer; Mammography; Medicine; Dilemma; Breast cancer screening; Family medicine; Gynecology; Medical physics; Cancer; Mathematics; Internal medicine","authors":[{"name":"Nikita Makretsov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0648740571739026,"gpt":0.3733753277062339,"spread":0.3085012705323313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736336,0.0002160223,0.0005118368,0.0006787512,0.00009676379,0.00005559418,0.0003100055,0.0001205802,0.0001403334],"category_scores_gemma":[0.00006663403,0.0001577676,0.0001138584,0.0005246615,0.00008138331,0.0009321755,0.00005328501,0.0003957748,6.699534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000875966,"about_ca_system_score_gemma":0.0006224578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503836,"about_ca_topic_score_gemma":0.006728893,"domain_scores_codex":[0.9973496,0.0000574413,0.0008059487,0.0002641948,0.001156475,0.00036633],"domain_scores_gemma":[0.9948946,0.0002283228,0.001064253,0.0001394693,0.003472207,0.0002011146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007376898,0.00005012754,0.909453,0.0001593369,0.0004213738,0.00008550688,0.001695425,0.005006039,0.00004684123,0.00009962898,0.0001298274,0.075476],"study_design_scores_gemma":[0.004123858,0.0006172037,0.9700161,0.02060379,0.00007821843,0.001209143,0.001723614,0.001067042,0.00002963808,0.0001908812,0.0001678215,0.0001726972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715249,0.0006968472,0.01583132,0.01071093,0.0002380349,0.0006173627,0.0003376666,0.00001301362,0.00002991056],"genre_scores_gemma":[0.9871653,0.0005829207,0.01111325,0.0006142945,0.0003624341,0.0001035401,0.000008649831,0.00003710611,0.0000124568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0753033,"threshold_uncertainty_score":0.6433575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021253825","doi":"10.4018/ijudh.2011010108","title":"Making Sense of Patterns in Narratives","year":2011,"lang":"en","type":"article","venue":"International Journal of User-Driven Healthcare","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Trinity College","funders":"","keywords":"Sense (electronics); Narrative; Sense of place; Sociology; Psychology; Art; Literature; Engineering; Social science; Electrical engineering","authors":[{"name":"Carmel M. Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1567657097827095,"gpt":0.445256273889815,"spread":0.2884905641071056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007299343,0.00005531183,0.0001454677,0.0002575139,0.00006527505,0.00002243601,0.0002219561,0.00004679073,0.0002381858],"category_scores_gemma":[0.00007888817,0.0000515404,0.00006633026,0.0001067482,0.00005032664,0.0005810286,0.00002383887,0.0001158638,0.000003318666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182336,"about_ca_system_score_gemma":0.0002149565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316362,"about_ca_topic_score_gemma":0.003704777,"domain_scores_codex":[0.9983177,0.0002387442,0.0007360158,0.00005018241,0.000530921,0.0001264907],"domain_scores_gemma":[0.9980732,0.00005277483,0.0008192512,0.00004948846,0.0009554143,0.00004993525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001591717,0.00004871617,0.425685,0.00003845847,0.00005430507,0.00003892193,0.4392452,0.00001677561,0.00005705326,0.1284945,0.0000849945,0.006076872],"study_design_scores_gemma":[0.001596516,0.0004124801,0.3791348,0.001245826,0.000008664524,0.0000790503,0.5812467,0.00003619998,0.0005552238,0.007334637,0.02812411,0.0002257485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918296,0.00003160156,0.001290625,0.002045506,0.001069266,0.0001230713,0.00002858289,0.000005150705,0.003576569],"genre_scores_gemma":[0.9983138,0.00008190091,0.001156155,0.0002039527,0.0002118497,0.000001902928,0.000003069587,0.000004354968,0.00002297659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420015,"threshold_uncertainty_score":0.3501662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085504199","doi":"10.4018/ijudh.2012010113","title":"Creating Awareness for Using a Wiki to Promote Collaborative Health Professional Education","year":2012,"lang":"en","type":"article","venue":"International Journal of User-Driven Healthcare","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Medical education; Quality (philosophy); Public relations; Psychology; World Wide Web; Computer science; Medicine; Political science","authors":[{"name":"James Heilman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0683599093292978,"gpt":0.5024998247472778,"spread":0.43413991541798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500182,0.000126191,0.0002379289,0.000332143,0.0007048966,0.0001311661,0.0003949857,0.0001013892,0.00004863985],"category_scores_gemma":[0.0009025839,0.0001240291,0.00007944329,0.0005354695,0.00004815009,0.0009099921,0.00003529019,0.0001826006,0.000005518943],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632513,"about_ca_system_score_gemma":0.01284911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124826,"about_ca_topic_score_gemma":0.00138194,"domain_scores_codex":[0.9974587,0.0004228812,0.0006935452,0.0001532472,0.0009071971,0.0003644166],"domain_scores_gemma":[0.9925532,0.0001564823,0.0009488827,0.00009797639,0.005738424,0.0005050264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000726952,0.002066812,0.1481895,0.0002074854,0.0002481788,0.00000353022,0.3689997,0.0006567443,0.0006303632,0.3061571,0.02007623,0.1520374],"study_design_scores_gemma":[0.001049046,0.0005076815,0.02661232,0.001691535,0.00003320272,0.00004982625,0.1408982,0.0002512268,0.0004571627,0.00202939,0.825992,0.0004283494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833788,0.0008836733,0.006806463,0.09065598,0.0164649,0.001387743,0.0000837269,0.00002892948,0.0003098034],"genre_scores_gemma":[0.9505829,0.000056774,0.04082584,0.002561582,0.005319819,0.00007139538,0.00003109363,0.00002047965,0.0005301753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8059158,"threshold_uncertainty_score":0.9927471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991373711","doi":"10.4018/ijudh.2012010104","title":"Experiences of a Student Elective at McGill University","year":2012,"lang":"en","type":"article","venue":"International Journal of User-Driven Healthcare","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mentorship; Medical education; Sketch; Work (physics); Medical school; Plan (archaeology); Psychology; Medicine; Engineering; Computer science","authors":[{"name":"Mohsin Bin Mushtaq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835767302951996,"gpt":0.3997557362664396,"spread":0.3613980632369196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003212924,0.00007491864,0.0002096599,0.0003094552,0.00006240239,0.000002397874,0.0002407394,0.00006953484,0.0001780995],"category_scores_gemma":[0.0002143463,0.00006628779,0.0000907435,0.0002261524,0.00006751878,0.0002253657,0.00006280495,0.0002495855,0.000007448056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259308,"about_ca_system_score_gemma":0.0002214567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005357229,"about_ca_topic_score_gemma":0.00001157344,"domain_scores_codex":[0.9984382,0.00006838798,0.000446618,0.00008182325,0.0008118255,0.0001530796],"domain_scores_gemma":[0.9971899,0.00005442016,0.0005211094,0.00009611632,0.002011755,0.0001266772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001216551,0.001602402,0.8771703,0.0001279228,0.000688484,0.000110976,0.07961838,0.00002212351,0.002350789,0.007001748,0.00855208,0.02153824],"study_design_scores_gemma":[0.00269876,0.001180614,0.8140445,0.0007636973,0.0001131793,0.001033612,0.0913239,0.00006105334,0.006200696,0.00008072714,0.08230584,0.0001934587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908761,0.000143938,0.0001380001,0.00662412,0.001892813,0.0001149458,0.00001430706,0.0000064773,0.0001892947],"genre_scores_gemma":[0.9960133,0.0001050993,0.002462922,0.0006556273,0.0005228802,0.000001641778,0.000008355467,0.000007278821,0.0002228668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07375377,"threshold_uncertainty_score":0.3293046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}