{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"4863b127934e","filters":{"venue":"JCSM Rapid Communications"}},"results":[{"id":"W4229452987","doi":"10.1002/rco2.61","title":"The impact of cachexia on dietary intakes, symptoms, and quality of life in advanced cancer","year":2022,"lang":"en","type":"article","venue":"JCSM Rapid Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Japan Society for the Promotion of Science; Sasakawa Memorial Health Foundation","keywords":"Cachexia; Anorexia; Medicine; Quality of life (healthcare); Anthropometry; Internal medicine; Appetite; Cancer; Weight loss; Body mass index; Palliative care; Gastroenterology; Obesity","authors":[{"name":"Koji Amano","is_ca":false},{"name":"Vickie E. Baracos","is_ca":true},{"name":"Tatsuya Morita","is_ca":false},{"name":"Tomofumi Miura","is_ca":false},{"name":"Naoharu Mori","is_ca":false},{"name":"Ryohei Tatara","is_ca":false},{"name":"Takaomi Kessoku","is_ca":false},{"name":"Akihiro Tokoro","is_ca":false},{"name":"Keita Tagami","is_ca":false},{"name":"Hiroyuki Otani","is_ca":false},{"name":"Masanori Mori","is_ca":false},{"name":"Tomohiko Taniyama","is_ca":false},{"name":"Nobuhisa Nakajima","is_ca":false},{"name":"Erika Nakanishi","is_ca":false},{"name":"Jun Kako","is_ca":false},{"name":"Daisuke Kiuchi","is_ca":false},{"name":"Hiroto Ishiki","is_ca":false},{"name":"Hiromichi Matsuoka","is_ca":false},{"name":"Eriko Satomi","is_ca":false},{"name":"Mitsunori Miyashita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1578872777007704,"gpt":0.4622678912187135,"spread":0.3043806135179431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000720993,0.0001716231,0.0002823857,0.0004381376,0.0001921782,0.0003165513,0.0001407367,0.0001455838,0.0009432628],"category_scores_gemma":[0.0024238,0.00009339532,0.0003424947,0.0007925218,0.0001837106,0.0002087127,0.0002626735,0.0003172921,0.00005841135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061972,"about_ca_system_score_gemma":0.0002317058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439473,"about_ca_topic_score_gemma":0.003243905,"domain_scores_codex":[0.9996594,0.0001625768,0.0000411913,0.00003882635,0.00006437773,0.00003361455],"domain_scores_gemma":[0.9982325,0.000524733,0.0007884504,0.00004601914,0.0001701526,0.0002381022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238528,0.00002942739,0.997098,0.00004366212,0.00006692844,0.00002611833,0.00003846897,0.00007361012,0.0001395559,0.000007986879,0.00006709588,0.002285336],"study_design_scores_gemma":[0.000004082752,0.00007449547,0.9994888,0.000006092508,0.00002465847,0.0000702188,0.00004635194,0.0001648114,0.0000242302,0.000009877325,0.00008490271,0.000001344548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981183,0.001063999,0.00005667024,0.00005730349,0.000004797166,0.000007454567,0.0003185715,0.000002429933,0.0003704855],"genre_scores_gemma":[0.9995496,0.0001679567,0.00005710527,0.00001607573,0.000005536894,0.000006230915,0.0001557875,4.43733e-7,0.00004139599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002439473,"threshold_uncertainty_score":0.004850626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171422285","doi":"10.1002/rco2.46","title":"Characterizing cancer‐associated myosteatosis: anatomic distribution and cancer‐specific variability of low radiodensity muscle","year":2021,"lang":"en","type":"article","venue":"JCSM Rapid Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Radiodensity; Medicine; Hounsfield scale; Cancer; Anatomy; Nuclear medicine; Computed tomography; Radiology; Radiography; Internal medicine","authors":[{"name":"Victoria Armstrong","is_ca":true},{"name":"Cynthia Stretch","is_ca":true},{"name":"Liam W. Fitzgerald","is_ca":true},{"name":"Aquila Gopaul","is_ca":true},{"name":"Greg McKinnon","is_ca":true},{"name":"Jennifer M. Koziak","is_ca":true},{"name":"Karen Kopciuk","is_ca":true},{"name":"Nigel T. Brockton","is_ca":true},{"name":"Oliver F. Bathe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04939658925052839,"gpt":0.3347325176018952,"spread":0.2853359283513668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006561761,0.0001757141,0.0002522971,0.001187255,0.0001339163,0.0004109267,0.0002118712,0.0002672147,0.001053273],"category_scores_gemma":[0.002181965,0.0001423912,0.0001679289,0.0008664808,0.0003433902,0.0002658665,0.0003526524,0.000135227,0.0002028343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459692,"about_ca_system_score_gemma":0.00006502333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158816,"about_ca_topic_score_gemma":0.001552177,"domain_scores_codex":[0.9997101,0.0000800938,0.00004395422,0.00008347069,0.00004416565,0.00003804312],"domain_scores_gemma":[0.9985372,0.0005446259,0.0005708174,0.00009879885,0.0001593304,0.00008927145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000808097,0.000004939297,0.9959978,0.000009189444,0.00002589774,0.00007489874,0.00002936007,0.00006617585,0.002145054,0.000007686786,0.00001619953,0.001542075],"study_design_scores_gemma":[0.000001772298,0.00003561998,0.9980358,0.000002668761,0.00001381138,0.0009296786,0.00006554966,0.0003288676,0.0005160886,0.00001787464,0.00005022963,0.000002007249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993449,0.0001993018,0.0002434575,0.000004229311,6.076281e-7,0.000002679491,0.00005502199,0.000003976671,0.0001459428],"genre_scores_gemma":[0.9997811,0.00002966203,0.0001036161,0.000002553324,0.000001345933,0.0000014411,0.00005374108,0.000001317343,0.00002542486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187255,"threshold_uncertainty_score":0.003523529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281396926","doi":"10.1002/rco2.63","title":"Psoas muscle measurement as a marker of sarcopenia predicts risk of Grade 4 or 5 baseline chronic kidney disease and its progression","year":2022,"lang":"en","type":"article","venue":"JCSM Rapid Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Sarcopenia; Medicine; Internal medicine; Renal function; Kidney disease; Percentile; Nephrology; Proteinuria; Body mass index; Cohort; Urology; Kidney","authors":[{"name":"Davine Yang","is_ca":true},{"name":"Sameena Iqbal","is_ca":true},{"name":"Khashayar Rafatzand","is_ca":true},{"name":"Celena Scheede‐Bergdahl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08818029491130581,"gpt":0.3670059381657027,"spread":0.2788256432543969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006520996,0.0002385956,0.00036428,0.0005802883,0.0002004344,0.0004525429,0.0002414309,0.000225566,0.001815064],"category_scores_gemma":[0.001345655,0.00012618,0.0003164378,0.0006439995,0.0001730834,0.0001947576,0.0003347273,0.0003397527,0.0002207911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581938,"about_ca_system_score_gemma":0.0002959644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799392,"about_ca_topic_score_gemma":0.002758034,"domain_scores_codex":[0.999707,0.00008305901,0.00004071986,0.00006422663,0.00006074717,0.00004410608],"domain_scores_gemma":[0.9990907,0.0001291167,0.0004886868,0.00003979281,0.00009136346,0.000160441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035629,0.00001887727,0.9986973,0.00001066084,0.00003623677,0.000015265,0.000008393186,0.00003922841,0.0001342708,0.000006383209,0.00004987163,0.0008799626],"study_design_scores_gemma":[0.000007277851,0.0001277509,0.9991748,0.000005437422,0.00002333463,0.0001295739,0.00002191879,0.0003487628,0.00005769332,0.00001355032,0.00008810523,0.000001829232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998534,0.0003694321,0.0002149664,0.00002838619,0.000006073595,0.00001600889,0.0004459423,0.000005307496,0.0003799711],"genre_scores_gemma":[0.9990925,0.00008691712,0.0002137306,0.00001132745,0.000008954852,0.00001838785,0.0004007347,9.25024e-7,0.000166582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815064,"threshold_uncertainty_score":0.006071925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247192583","doi":"10.1002/rco2.35","title":"Abstracts of the 13th International Conference on Cachexia, Sarcopenia and Muscle Wasting, 11‐13 December 2020","year":2021,"lang":"en","type":"article","venue":"JCSM Rapid Communications","topic":"Nutrition and Health in Aging","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 Alberta","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Sarcopenia; Wasting; Cachexia; Wasting Syndrome; Muscle mass; Medicine; Gerontology; Internal medicine; Cancer","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1088987689830733,"gpt":0.3746104567860541,"spread":0.2657116878029808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156598,0.001237045,0.000878183,0.001632038,0.0008266286,0.00334353,0.0009833481,0.001769875,0.1695827],"category_scores_gemma":[0.001436139,0.0002749782,0.0007334156,0.00114151,0.0004661854,0.001224506,0.001748281,0.001853858,0.08613915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009594365,"about_ca_system_score_gemma":0.002134955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128019,"about_ca_topic_score_gemma":0.005902616,"domain_scores_codex":[0.9993819,0.0001051604,0.0000633632,0.00008862664,0.0002535616,0.0001073849],"domain_scores_gemma":[0.9987144,0.00009561879,0.00008480967,0.00004153366,0.0006175981,0.000446145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002736238,0.0001156209,0.00128556,0.0005997938,0.00003285043,0.0002298244,0.00005419448,0.0000952984,0.0015133,0.0008102991,0.785947,0.2090427],"study_design_scores_gemma":[0.00001911543,0.00008459597,0.002069625,0.000366819,0.00002056584,0.0003307486,0.00007324851,0.00007900341,0.0003808491,0.0003914532,0.9961742,0.000009884824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009312615,0.22486,0.009465257,0.05651997,0.2374226,0.0009948226,0.008072351,0.001234349,0.452118],"genre_scores_gemma":[0.01428921,0.0851552,0.002054196,0.004879532,0.02365753,0.0004066391,0.008452168,0.0003559878,0.8607496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1695827,"threshold_uncertainty_score":0.5673106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}