{"id":"W4392108000","doi":"10.15173/m.v1i21.799","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":"Peer review; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003211272,0.0004060986,0.0004294735,0.00101889,0.000734667,0.001467512,0.0003528496,0.001259486,0.2444507],"category_scores_gemma":[0.002033888,0.0001427399,0.0001848908,0.0006708289,0.0004189431,0.0005723477,0.001043684,0.001429461,0.1333342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000775572,"about_ca_system_score_gemma":0.0007339704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927603,"about_ca_topic_score_gemma":0.007579806,"domain_scores_codex":[0.9997529,0.00004271355,0.00002362444,0.00004671486,0.00007968231,0.00005433851],"domain_scores_gemma":[0.9991769,0.0001517956,0.00009598493,0.0001053246,0.0001592246,0.0003106805],"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":[0.0004279398,0.0001294059,0.00534114,0.0004291487,0.00002094677,0.001197769,0.0001110838,0.00005252123,0.001546471,0.003641568,0.7284943,0.2586076],"study_design_scores_gemma":[0.00002132317,0.00002501927,0.006508347,0.0000993122,0.000003337637,0.0002895962,0.00002667635,0.000034794,0.0001308675,0.0002278145,0.9926299,0.000003183277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01142552,0.03237315,0.0006156967,0.05293815,0.0125684,0.0001604916,0.01663503,0.0009387008,0.8723448],"genre_scores_gemma":[0.07007711,0.0248282,0.0006673828,0.01228942,0.01023358,0.0000987438,0.009362277,0.0002091262,0.8722342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2444507,"threshold_uncertainty_score":0.8177691,"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."}}