{"id":"W4392107800","doi":"10.15173/m.v1i24.840","title":"MedBulletin","year":2013,"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":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008885433,0.0009602801,0.0008302353,0.002720407,0.001797184,0.004985247,0.0008072327,0.002936702,0.3730225],"category_scores_gemma":[0.005812289,0.0003892438,0.0004381567,0.002254859,0.0009130607,0.001414353,0.002232989,0.003041176,0.2975593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113428,"about_ca_system_score_gemma":0.002906353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009512955,"about_ca_topic_score_gemma":0.01368246,"domain_scores_codex":[0.9992157,0.00007772197,0.00006366841,0.0001356416,0.0003259161,0.0001812153],"domain_scores_gemma":[0.9983424,0.0002888658,0.0001704762,0.0002394307,0.0004805866,0.0004782952],"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":[0.0001262892,0.00004264603,0.00100822,0.0001978801,0.000009817338,0.000119839,0.0000452701,0.00004299506,0.000397345,0.007612548,0.9310383,0.05935891],"study_design_scores_gemma":[0.00002136395,0.00001882655,0.004965099,0.00007472057,0.000005056258,0.00006685733,0.00003149656,0.00006003342,0.0001739724,0.001082748,0.9934931,0.000006732321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003068633,0.006579432,0.0002859597,0.02831031,0.009442324,0.0001143172,0.01699059,0.001090568,0.9341179],"genre_scores_gemma":[0.01293938,0.00276288,0.000215541,0.003504023,0.003738291,0.00008837254,0.004987024,0.0002222635,0.9715421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6269775,"threshold_uncertainty_score":0.8943073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204798022447387,"score_gpt":0.4222190830396578,"score_spread":0.3017392807949191,"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."}}