{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001797158,0.00005604954,0.0001084336,0.00003188497,0.00006846986,0.000004354984,0.00008096221,0.00003758627,0.002561561],"category_scores_gemma":[0.0185045,0.00002732515,0.00003547424,0.0001179111,0.00009843525,0.00002505195,0.00002396291,0.0002675253,0.002223106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000749868,"about_ca_system_score_gemma":0.001763742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003865017,"about_ca_topic_score_gemma":5.340385e-7,"domain_scores_codex":[0.9985275,0.00006835444,0.0001023362,0.00005781977,0.0003956195,0.0008483821],"domain_scores_gemma":[0.994107,0.0002503576,0.00001698189,0.0002726006,0.00003311285,0.005319944],"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":[0.00009729036,0.0003072855,0.009232461,0.00009349417,0.00002130966,0.000005041587,0.002171264,5.664307e-9,0.001528702,0.00110834,0.9409111,0.0445237],"study_design_scores_gemma":[0.0002953635,0.00007247369,0.0264245,0.00002892277,0.00001559935,0.00006848315,0.0004206286,0.000001371234,0.001798202,0.00003258308,0.9708087,0.00003311548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6706064,0.002018587,0.00002204423,0.2944733,0.0006044853,0.0003426706,0.000001048193,0.00003966333,0.03189172],"genre_scores_gemma":[0.9567779,0.0001041715,0.0002091193,0.03526204,0.001534385,0.00002926934,0.000002499783,0.00001099469,0.006069634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2861714,"threshold_uncertainty_score":0.9985538,"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."}}