{"id":"W2539973771","doi":"10.1016/s0924-977x(16)30963-4","title":"Which factors determine publication rates of clinical trials and how can these rates be improved?","year":2016,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Arbitration; Ideology; Quarter (Canadian coin); Politics; Phenomenon; Law; Political science; Psychology; Actuarial science; Law and economics; Positive economics; Economics; History; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005850126,0.0002355092,0.001255319,0.0002410289,0.00006514283,0.00009093025,0.0004219681,0.0001155753,0.0002829337],"category_scores_gemma":[0.003960266,0.0002122614,0.0002141159,0.0001906823,0.0003257082,0.0002761619,0.000121332,0.0001862319,0.00007689144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002702401,"about_ca_system_score_gemma":0.00003236014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006182415,"about_ca_topic_score_gemma":0.0000507022,"domain_scores_codex":[0.9955044,0.001262367,0.002034629,0.0007925391,0.00003171737,0.0003743483],"domain_scores_gemma":[0.9956732,0.001396894,0.002111518,0.0004275625,0.0001414667,0.0002492902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008446942,0.0006077252,0.7663642,0.0001232693,0.00074128,0.00002016631,0.001067661,0.000001935025,0.1423591,0.02244563,0.03800455,0.02741971],"study_design_scores_gemma":[0.0092889,0.001097887,0.7099438,0.00003012903,0.00007710908,0.00001730968,0.0000840807,0.0003884165,0.002313351,0.002484118,0.2734274,0.0008474977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719703,0.0003191953,0.00008657883,0.01074233,0.004106484,0.0005435956,0.0003597343,0.00008233036,0.01178946],"genre_scores_gemma":[0.995209,0.001528121,0.00003553272,0.001103412,0.001070013,0.00001596769,0.00001251516,0.00009341859,0.0009320418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354229,"threshold_uncertainty_score":0.8655768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433167578500598,"score_gpt":0.3565635521766478,"score_spread":0.2132467943265879,"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."}}