{"id":"W4392107784","doi":"10.15173/m.v1i3.609","title":"MedBulletin","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0008496483,0.0009721395,0.0008387687,0.002650312,0.001706952,0.004794375,0.0007846742,0.002908328,0.3673821],"category_scores_gemma":[0.005640191,0.0003895088,0.0004251934,0.002110864,0.0008528791,0.001384081,0.00214346,0.002966972,0.2886511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194873,"about_ca_system_score_gemma":0.00253575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008523634,"about_ca_topic_score_gemma":0.01255335,"domain_scores_codex":[0.9992495,0.00007730132,0.00006227991,0.0001302176,0.0003064759,0.0001740901],"domain_scores_gemma":[0.9984134,0.0002770787,0.0001658019,0.0002307187,0.0004526807,0.0004603198],"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":[0.0001405656,0.00004511271,0.001057386,0.0002081087,0.00001028748,0.0001268968,0.00004555265,0.00004494087,0.0004253098,0.007168488,0.9280785,0.0626489],"study_design_scores_gemma":[0.00002296731,0.00002088587,0.005371455,0.0000739625,0.000005354923,0.00007101211,0.00003018458,0.00006443696,0.000180867,0.001028107,0.9931239,0.000006837813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003369955,0.006936427,0.0002907961,0.0291058,0.009639143,0.0001169158,0.0174498,0.00112372,0.9319673],"genre_scores_gemma":[0.01336462,0.002730301,0.0002114322,0.003425502,0.003808109,0.00008847095,0.005088708,0.0002141407,0.9710688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.632618,"threshold_uncertainty_score":0.9023527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032983359142989,"score_gpt":0.4692155599811415,"score_spread":0.2659172240668426,"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."}}