{"id":"W4392107840","doi":"10.15173/m.v1i26.940","title":"Medbulletins","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001660002,0.0007748245,0.0007627702,0.002753366,0.001942375,0.004732643,0.0008131,0.003489393,0.2073142],"category_scores_gemma":[0.0105652,0.000345786,0.0003671012,0.001826269,0.0008597341,0.001477227,0.002490662,0.003364209,0.1140572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199379,"about_ca_system_score_gemma":0.003982881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009273747,"about_ca_topic_score_gemma":0.01197024,"domain_scores_codex":[0.9985984,0.0002161983,0.0001362116,0.0001330425,0.0005423953,0.0003738679],"domain_scores_gemma":[0.9957378,0.0009193346,0.0004253586,0.0004332528,0.001111991,0.001372278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009837085,0.00007207578,0.001800942,0.000218405,0.0000096915,0.0001705198,0.0001219227,0.00002756992,0.0002665882,0.009879691,0.9436636,0.04367066],"study_design_scores_gemma":[0.0000213519,0.00001963872,0.005319449,0.0001184421,0.000005359924,0.00009755453,0.00008610314,0.00003112664,0.0001315097,0.000913576,0.9932497,0.000006272748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006921953,0.01857804,0.0002478156,0.1669421,0.02239411,0.0001762795,0.01263976,0.0007179267,0.771382],"genre_scores_gemma":[0.04155333,0.01057283,0.0004740207,0.01913831,0.01521435,0.0001810548,0.007083728,0.0003092839,0.905473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7926858,"threshold_uncertainty_score":0.6935351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05084814021456009,"score_gpt":0.3782758640499493,"score_spread":0.3274277238353892,"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."}}