{"id":"W2254480687","doi":"","title":"Promoting Transparency of Clinical Trials: How is Canada Doing?","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transparency (behavior); Clinical trial; Medicine; Business; Political science; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.3706916,0.001293931,0.00326856,0.009280833,0.01123734,0.03244309,0.008331388,0.03167954,0.007535196],"category_scores_gemma":[0.679013,0.002149186,0.00280099,0.01103268,0.01770706,0.0159432,0.009859632,0.02625364,0.001132327],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1001799,"about_ca_system_score_gemma":0.5277528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8363681,"about_ca_topic_score_gemma":0.8623017,"domain_scores_codex":[0.6069448,0.2299307,0.02844891,0.012411,0.09626599,0.02599863],"domain_scores_gemma":[0.1309464,0.4841299,0.05100563,0.02880669,0.2449837,0.06012772],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001020331,0.0002235019,0.02347857,0.003921004,0.001311365,0.0006490882,0.008101954,0.002494487,0.0008676173,0.1511186,0.5679308,0.2388828],"study_design_scores_gemma":[0.002525063,0.000393125,0.06818837,0.01473503,0.001605744,0.0003574453,0.004603054,0.005276197,0.00130081,0.193398,0.706331,0.001286249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002559194,0.009871545,0.003624079,0.9669933,0.003358172,0.0003660169,0.0002996955,0.0001483881,0.01277963],"genre_scores_gemma":[0.2646638,0.02282859,0.04279899,0.6453114,0.009611626,0.001294301,0.0007251729,0.0005577766,0.0122083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8998201,"threshold_uncertainty_score":0.7760493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4476226829753449,"score_gpt":0.4892946368783908,"score_spread":0.04167195390304584,"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."}}