{"id":"W4392117772","doi":"10.15173/m.v1i33.1790","title":"MedBulletin","year":2018,"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; Psychology","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":[0.0008696702,0.0007797947,0.0007053434,0.002425013,0.001836426,0.004793392,0.0008566488,0.002891861,0.3390371],"category_scores_gemma":[0.007844539,0.0002920606,0.0004371887,0.002155915,0.0007108343,0.001708129,0.001879574,0.003337145,0.2350464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894282,"about_ca_system_score_gemma":0.003089758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007328531,"about_ca_topic_score_gemma":0.01389121,"domain_scores_codex":[0.9989879,0.00008700197,0.0000775314,0.000126856,0.0005207316,0.0001999617],"domain_scores_gemma":[0.9970066,0.0005453242,0.0003024033,0.0002190355,0.001007523,0.0009191289],"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":[0.00002065248,0.00001236046,0.0001904731,0.00007704865,0.000001773323,0.00003774475,0.00001503931,0.000005868748,0.00005824096,0.001404436,0.980413,0.01776325],"study_design_scores_gemma":[0.000005197691,0.000005430359,0.0008485795,0.0000415942,0.000001154368,0.00002468649,0.00001754306,0.000007263437,0.00001863148,0.0001550122,0.9988728,0.000002138051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001439505,0.02187687,0.0001999103,0.119561,0.06839859,0.0001088257,0.01127707,0.001335664,0.7758026],"genre_scores_gemma":[0.007258589,0.008379768,0.0002047386,0.01871731,0.03097693,0.00008536133,0.005189778,0.0002841945,0.9289033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6609629,"threshold_uncertainty_score":0.9427834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691960621842751,"score_gpt":0.4733295647437087,"score_spread":0.3041335025594336,"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."}}