{"id":"W132172162","doi":"","title":"Mandatory Clinical Trial Registration: Rebuilding Public Trust in Medical Research","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Clinical trial; Intellectual property; Pharmaceutical industry; Trial registration; Business; Subject (documents); Limiting; Public relations; Medicine; Political science; Law; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4538349,0.0009164783,0.002432628,0.003452039,0.009918435,0.02458628,0.007047683,0.04019942,0.004383185],"category_scores_gemma":[0.4631657,0.002142055,0.002416261,0.003718794,0.05202569,0.0390486,0.02371862,0.04526883,0.002540032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01666888,"about_ca_system_score_gemma":0.07483995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641458,"about_ca_topic_score_gemma":0.003986751,"domain_scores_codex":[0.5444496,0.3159544,0.02910529,0.02219546,0.07200465,0.01629042],"domain_scores_gemma":[0.2967265,0.5444763,0.03498413,0.06358901,0.0406916,0.01953243],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008165256,0.00008667816,0.00106092,0.0003449172,0.00004477218,0.0003332613,0.007933955,0.0003349406,0.0004397671,0.9064081,0.04055543,0.04237564],"study_design_scores_gemma":[0.0002586994,0.0002960461,0.0021006,0.00180886,0.00005898924,0.000950108,0.002686571,0.001440304,0.0008772268,0.5947289,0.3946234,0.0001702037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007928924,0.01150304,0.07298131,0.8289824,0.004352968,0.0005650422,0.0000593441,0.0003811338,0.07324582],"genre_scores_gemma":[0.4436927,0.009447032,0.05905414,0.444455,0.01107492,0.002260315,0.0002460596,0.0006252311,0.02914456],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9598006,"threshold_uncertainty_score":0.6735188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148746318121415,"score_gpt":0.4903248648862365,"score_spread":0.3415785467648215,"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."}}