{"id":"W4392107781","doi":"10.15173/m.v1i8.665","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":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005722762,0.000571824,0.0004700455,0.001865668,0.001077545,0.002745625,0.0006141926,0.001438765,0.2713996],"category_scores_gemma":[0.002471058,0.0002258931,0.0002723848,0.001443038,0.0004462367,0.001109003,0.001432784,0.00205854,0.119725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326414,"about_ca_system_score_gemma":0.001503492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00811091,"about_ca_topic_score_gemma":0.01052963,"domain_scores_codex":[0.9995719,0.00006218794,0.00003581022,0.00006412645,0.000170324,0.00009569212],"domain_scores_gemma":[0.9992205,0.0001315135,0.00008670257,0.00008841557,0.0002595649,0.0002133044],"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":[0.00007798472,0.00002579799,0.0008691573,0.0001844623,0.000005858825,0.0001421036,0.00006826493,0.00001721098,0.000227275,0.006054373,0.8921123,0.1002152],"study_design_scores_gemma":[0.000005574738,0.000006939701,0.001738459,0.00004473117,0.000001302718,0.00006145892,0.00001992624,0.00001302591,0.00003480824,0.0002190348,0.9978529,0.000001767361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004053275,0.03389971,0.0005253986,0.04425767,0.02234519,0.0002107211,0.0266421,0.001131847,0.866934],"genre_scores_gemma":[0.01854885,0.01214636,0.0005681436,0.007370424,0.007231938,0.0001522742,0.01515285,0.0001838693,0.9386454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7286004,"threshold_uncertainty_score":0.9079223,"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."}}