{"meta":{"query_hash":"1e542c8b007e","filters":{"venue":"Journal of the Society for Clinical Data Management"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1e542c8b007e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Society+for+Clinical+Data+Management"},"results":[{"id":"W3144134537","doi":"10.47912/jscdm.29","title":"Electronic Data Capture-Selecting an EDC System","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Clinical Data Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Inflamax Research (Canada)","funders":"","keywords":"Electronic data capture; Computer science; Process (computing); Process management; Selection (genetic algorithm); Key (lock); Automatic identification and data capture; Software; Electronic data; Systems engineering; Software engineering; Data collection; Database; Engineering; Computer security","score_opus":0.37157132562321515,"score_gpt":0.4163583071334349,"score_spread":0.04478698151021976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144134537","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046539444,0.007745407,0.754474,0.14686108,0.025676358,0.007337819,0.0023878936,0.0008505367,0.008127453],"genre_scores_gemma":[0.9242979,0.0013909956,0.016851366,0.033204082,0.021945914,0.000011882709,0.0018061514,0.00013952587,0.00035213615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971804,0.000036020774,0.0011687671,0.0006116057,0.00057530275,0.0004278743],"domain_scores_gemma":[0.9961042,0.0001516854,0.0013116499,0.0021280053,0.00025803136,0.00004645078],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004627818,0.00021440895,0.0004244257,0.000030614083,0.000331482,0.00051045563,0.007803455,0.0001088216,0.00003462898],"category_scores_gemma":[0.0007719225,0.00014150792,0.00056673796,0.0005578273,0.000093327566,0.0035781157,0.0047539747,0.00060866063,0.000035402434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002537663,0.00031978404,0.0028782242,0.0017058386,0.0015525824,0.000008822067,0.00004418079,0.00012731783,0.000013644857,0.015670773,0.9417813,0.035643756],"study_design_scores_gemma":[0.0008183122,0.00004732248,0.00084418146,0.00017039066,0.0013441324,0.0000076138667,0.0014275593,0.08564249,0.000002211026,0.000593738,0.90886253,0.00023950275],"about_ca_topic_score_codex":0.000029704384,"about_ca_topic_score_gemma":0.000019173483,"teacher_disagreement_score":0.8777585,"about_ca_system_score_codex":0.000052134856,"about_ca_system_score_gemma":0.00007022025,"threshold_uncertainty_score":0.9975648},"labels":[],"label_agreement":null},{"id":"W3149290894","doi":"10.47912/jscdm.31","title":"Electronic Data Capture-Study Conduct, Maintenance and Closeout","year":2021,"lang":"en","type":"article","venue":"Journal of the Society for Clinical Data Management","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Inflamax Research (Canada)","funders":"","keywords":"Data collection; Electronic data capture; Automatic identification and data capture; Data management; Computer science; Best practice; Database; Operating system","score_opus":0.7200875333063134,"score_gpt":0.6312750633354082,"score_spread":0.0888124699709052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149290894","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26377705,0.029342836,0.016205259,0.66533226,0.008621366,0.009307649,0.0023229641,0.00008690364,0.005003707],"genre_scores_gemma":[0.6820882,0.16047327,0.07487818,0.036812805,0.003427184,0.000025514892,0.00055474095,0.00014759558,0.041592516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602175,0.00025730277,0.001428901,0.0006988304,0.0011662534,0.00042695343],"domain_scores_gemma":[0.986839,0.0065661217,0.0006646481,0.0049325638,0.00074143586,0.00025622325],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.025470462,0.00014938937,0.0006070229,0.000016994605,0.00017114666,0.0000900945,0.0028663771,0.00020430118,0.0000364455],"category_scores_gemma":[0.022374352,0.00009033013,0.00070403196,0.00022222588,0.00041236874,0.00025699937,0.0070743547,0.0030132912,0.000004354551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083122455,0.0036396387,0.020990262,0.0010616556,0.010041823,0.00023237018,0.00023032329,0.0000027415929,0.00002545379,0.012089348,0.9342497,0.016605476],"study_design_scores_gemma":[0.015044314,0.0019168555,0.036393702,0.00088965823,0.0054827756,0.00022331969,0.009621533,0.0019357642,0.000010645136,0.04671626,0.8814461,0.0003190359],"about_ca_topic_score_codex":0.0000071761456,"about_ca_topic_score_gemma":0.00008177598,"teacher_disagreement_score":0.6285195,"about_ca_system_score_codex":0.00009440278,"about_ca_system_score_gemma":0.000690814,"threshold_uncertainty_score":0.9992868},"labels":[],"label_agreement":null},{"id":"W3151024934","doi":"10.47912/jscdm.30","title":"Electronic Data Capture-Study Implementation and Start-up","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Clinical Data Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inflamax Research (Canada)","funders":"","keywords":"Workflow; Electronic data capture; Data collection; Computer science; Data management; Data flow diagram; Data exchange; Work flow; Data science; Database; Engineering","score_opus":0.489450069226118,"score_gpt":0.6022800316091927,"score_spread":0.11282996238307474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151024934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46041846,0.012425549,0.046703372,0.41616645,0.019043854,0.039202582,0.0051005404,0.00020718604,0.0007320097],"genre_scores_gemma":[0.9342426,0.012026088,0.0053629386,0.04068556,0.005249938,0.00008117337,0.00073552004,0.00011855105,0.0014976276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526745,0.00091908034,0.002155016,0.0005042879,0.0005135798,0.00064058497],"domain_scores_gemma":[0.99547327,0.000993642,0.0015568,0.0015960989,0.00014410862,0.00023610872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013456193,0.0001585018,0.00049933314,0.000016375081,0.00060340634,0.000030202182,0.0025558858,0.00011173246,0.000050144205],"category_scores_gemma":[0.0006036613,0.00010378903,0.00029506,0.0001965701,0.000051353116,0.00046764262,0.002939269,0.0013490126,0.000009920411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018901068,0.000150342,0.030059509,0.0006269362,0.0014141497,0.0000012989384,0.002003134,0.0000015467067,0.0000012669627,0.00046837804,0.9550807,0.010003745],"study_design_scores_gemma":[0.0062300493,0.0010159026,0.011565317,0.00009639223,0.0010099635,0.000002004224,0.0458472,0.0018725353,1.8074164e-7,0.0004037098,0.93181336,0.00014340066],"about_ca_topic_score_codex":0.00009922219,"about_ca_topic_score_gemma":0.00030987366,"teacher_disagreement_score":0.47382414,"about_ca_system_score_codex":0.00024000682,"about_ca_system_score_gemma":0.000642321,"threshold_uncertainty_score":0.58608633},"labels":[],"label_agreement":null}]}