{"id":"W4392117506","doi":"10.15173/m.v1i35.2199","title":"MedBulletin","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","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":["insufficient_payload"],"category_scores_codex":[0.001377098,0.0006712427,0.0006578687,0.00273285,0.001909826,0.004735117,0.0007352284,0.001850725,0.3634233],"category_scores_gemma":[0.01385694,0.0003187824,0.000282699,0.00202385,0.0006647535,0.001682088,0.002190122,0.002488246,0.2584264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042037,"about_ca_system_score_gemma":0.004908142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006480559,"about_ca_topic_score_gemma":0.009907184,"domain_scores_codex":[0.998504,0.0001915091,0.0001584586,0.0001793328,0.0006535493,0.0003131156],"domain_scores_gemma":[0.9940683,0.0008993869,0.0004788185,0.0004025588,0.002071334,0.002079632],"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":[0.00003727775,0.00001162659,0.0003056208,0.0001174347,0.000002100755,0.00005748791,0.00004992717,0.000006481542,0.0001025154,0.001854665,0.970037,0.02741793],"study_design_scores_gemma":[0.000007344137,0.000007997259,0.001197937,0.00006571647,0.000001134229,0.00005305342,0.00004895575,0.000008424801,0.0000332238,0.000191857,0.9983814,0.000003058848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003542835,0.01668799,0.0004052615,0.09943923,0.037242,0.0002690663,0.01384576,0.001865125,0.8267028],"genre_scores_gemma":[0.01440129,0.008171773,0.0005496212,0.01400149,0.0128376,0.0002089104,0.007933919,0.0005182513,0.941377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6365767,"threshold_uncertainty_score":0.9079993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09646915284162506,"score_gpt":0.4274554255272306,"score_spread":0.3309862726856056,"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."}}