{"id":"W4408851805","doi":"10.3138/cjgim.2024.1107","title":"Forging a path forward for general medicine clinical trials in Canada: The General Medicine Clinical Trials Network","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; Public Health Ontario; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Clinical trial; Path (computing); Alternative medicine; Intensive care medicine; Internal medicine; Pathology; Computer network; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3874356,0.001871201,0.007439505,0.007520319,0.0104641,0.02965158,0.01085793,0.01936871,0.009987308],"category_scores_gemma":[0.4090771,0.002721939,0.003362125,0.0143693,0.01548421,0.01070146,0.01783741,0.02490919,0.002269582],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1386957,"about_ca_system_score_gemma":0.6522747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8394366,"about_ca_topic_score_gemma":0.9332961,"domain_scores_codex":[0.6943659,0.1960155,0.02300111,0.01225613,0.05613943,0.0182219],"domain_scores_gemma":[0.2740333,0.2539058,0.04714059,0.0330321,0.1971543,0.1947339],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004265388,0.0004952752,0.03358954,0.003822018,0.002109388,0.0004235279,0.00172324,0.003580845,0.0006673663,0.05092219,0.7057979,0.1926033],"study_design_scores_gemma":[0.01204536,0.001265176,0.1550164,0.0194581,0.002219688,0.0003871722,0.002406727,0.008539638,0.0006604715,0.09121733,0.7059632,0.0008206648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005022959,0.02374901,0.003274995,0.9499627,0.002980476,0.00190012,0.003542179,0.0001644083,0.00940307],"genre_scores_gemma":[0.1486859,0.04881153,0.1323246,0.6198128,0.009857022,0.009476002,0.01490013,0.0008338062,0.01529814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8613043,"threshold_uncertainty_score":0.9989909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6751571253014192,"score_gpt":0.5774831156030188,"score_spread":0.09767400969840045,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}