{"id":"W3179613356","doi":"10.1126/science.373.6552.268","title":"European law could boost clinical trials reporting","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Enforcement; Business; Law enforcement; Accounting; Political science; Law","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4211194,0.001612678,0.00284662,0.007243252,0.003617404,0.02558127,0.007019164,0.03618375,0.02664786],"category_scores_gemma":[0.6818532,0.001950787,0.005965934,0.006752626,0.007500703,0.0232132,0.01064468,0.03324023,0.00997001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157932,"about_ca_system_score_gemma":0.0450667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009305426,"about_ca_topic_score_gemma":0.007328073,"domain_scores_codex":[0.6701062,0.1688577,0.0547405,0.02002295,0.07288387,0.01338876],"domain_scores_gemma":[0.2353067,0.3974868,0.06135152,0.1008137,0.1795391,0.02550229],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009804615,0.0005564003,0.008847175,0.001377478,0.0007838159,0.0006766972,0.00120758,0.001765238,0.001318101,0.2798163,0.5304452,0.1722255],"study_design_scores_gemma":[0.0008529108,0.0004502787,0.009329507,0.00481791,0.0004688078,0.0007106573,0.000337247,0.002547598,0.001627007,0.1202001,0.8584236,0.0002343966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00377154,0.008167106,0.04111208,0.8526235,0.02241002,0.001046071,0.00150203,0.001351733,0.06801587],"genre_scores_gemma":[0.05894878,0.003810762,0.04906423,0.8464275,0.01329341,0.001549978,0.002083415,0.0007886722,0.02403331],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5788806,"threshold_uncertainty_score":0.7138629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5954939744380242,"score_gpt":0.6214831403489366,"score_spread":0.02598916591091238,"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."}}