{"id":"W1983323524","doi":"10.1377/hlthaff.2011.0172","title":"Despite Law, Fewer Than One In Eight Completed Studies Of Drugs And Biologics Are Reported On Time On ClinicalTrials.gov","year":2011,"lang":"en","type":"article","venue":"Health Affairs","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mandate; Clinical trial; Medicine; Government (linguistics); Food and drug administration; Enforcement; Family medicine; Medical prescription; Off-label use; Public health; Prescription drug; Alternative medicine; MEDLINE; Environmental health; Political science; Pharmacology; Law; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001845012,0.0001696109,0.0009192658,0.00007523953,0.0001237704,0.000003581358,0.00005707916,0.00009927115,0.00008838165],"category_scores_gemma":[0.001601356,0.0001183653,0.00006401454,0.0001909548,0.0003119042,0.00003696751,0.00007205645,0.0003534249,0.00003487404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007738347,"about_ca_system_score_gemma":0.00005835364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849941,"about_ca_topic_score_gemma":0.0001328463,"domain_scores_codex":[0.9978439,0.0003713386,0.000840534,0.000344154,0.0002325717,0.0003675639],"domain_scores_gemma":[0.997272,0.001480752,0.0006274503,0.0002544879,0.0001152665,0.000250065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09602653,0.02709733,0.6032246,0.01004902,0.007199134,0.001463249,0.03759872,0.000004415003,0.002454548,0.04085103,0.04973868,0.1242928],"study_design_scores_gemma":[0.02475486,0.03040353,0.7503573,0.004999653,0.0006452923,0.00005447543,0.0198076,0.0002432493,0.00267369,0.004851061,0.1600687,0.001140546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321941,0.007894489,0.000002356092,0.0370602,0.0003401015,0.001333867,0.0000528462,0.00007732934,0.0210447],"genre_scores_gemma":[0.9863091,0.008300954,0.0003187869,0.0048828,0.00009189746,0.00001797206,0.00001108585,0.00001296906,0.00005444094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471328,"threshold_uncertainty_score":0.4826798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4713859301441997,"score_gpt":0.4762862000926595,"score_spread":0.004900269948459823,"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."}}