{"id":"W2283299824","doi":"10.1503/cmaj.150679","title":"North American regulatory agencies can and should make clinical trial data publicly available","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute for Health and Care Research; European Respiratory Society; American Association of Colleges of Pharmacy","keywords":"Food and drug administration; Confidentiality; Clinical trial; Regulatory science; Regulatory authority; Medicine; Data science; Computer science; Internet privacy; Environmental health; Public administration; Computer security; Political science; Pathology","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.1601548,0.0009659561,0.002344327,0.006156268,0.004785453,0.0166516,0.007076593,0.01652363,0.07546603],"category_scores_gemma":[0.3662432,0.001972677,0.002688742,0.01290725,0.006277763,0.01207092,0.006762282,0.01667842,0.04247083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074208,"about_ca_system_score_gemma":0.103887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03750642,"about_ca_topic_score_gemma":0.08131121,"domain_scores_codex":[0.8668946,0.04721386,0.01076502,0.005167398,0.05999859,0.009960476],"domain_scores_gemma":[0.3780099,0.2652472,0.04355957,0.07916073,0.1991575,0.03486512],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003856301,0.0001258812,0.001044462,0.0004653077,0.00007579781,0.00006698364,0.0002097896,0.00006731318,0.0002542518,0.0205896,0.9244441,0.05227091],"study_design_scores_gemma":[0.0002264826,0.00005041884,0.002266536,0.0007274101,0.00008038188,0.00005873163,0.0002206583,0.0001055778,0.0003435929,0.007699959,0.988161,0.000059244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002317628,0.01240229,0.007943716,0.5597248,0.01685342,0.001640868,0.01992006,0.002666944,0.3765302],"genre_scores_gemma":[0.0602977,0.01825486,0.04939738,0.6146541,0.01480021,0.006470351,0.0323275,0.001950145,0.2018477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9929234,"threshold_uncertainty_score":0.8469896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4188991893064155,"score_gpt":0.4633981871036051,"score_spread":0.04449899779718969,"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."}}