{"id":"W4392108174","doi":"10.15173/m.v1i30.1875","title":"MedBulletin","year":2018,"lang":"ar","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; Biology","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":[0.0008264009,0.0006556204,0.0006026685,0.002161386,0.001650799,0.003253277,0.0007282239,0.002524706,0.3175661],"category_scores_gemma":[0.007120276,0.0003169979,0.0003503686,0.001317038,0.000704961,0.001054386,0.001801241,0.003159803,0.1852259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204598,"about_ca_system_score_gemma":0.003555686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642955,"about_ca_topic_score_gemma":0.02490676,"domain_scores_codex":[0.9991741,0.00008496424,0.0000642993,0.0001027239,0.0003489542,0.0002249617],"domain_scores_gemma":[0.9975789,0.0004704875,0.0001838454,0.0002224555,0.0007327828,0.0008115469],"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":[0.00007080826,0.00002888522,0.0008717917,0.000101666,0.000005423637,0.00009274299,0.00003017544,0.00001987268,0.000186807,0.003926763,0.9679682,0.02669677],"study_design_scores_gemma":[0.00001932186,0.00001668894,0.006127091,0.00005925336,0.00000384457,0.00007026753,0.0000329116,0.0000440444,0.0001236035,0.0005553287,0.9929425,0.000005169602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003921296,0.00606584,0.0002876952,0.06198951,0.01754913,0.0001440738,0.02712782,0.001150184,0.8817645],"genre_scores_gemma":[0.01661754,0.002837513,0.0002211253,0.00578161,0.006477206,0.0001050362,0.007174767,0.0002152667,0.9605699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3175661,"threshold_uncertainty_score":0.9734091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834112844979661,"score_gpt":0.473426571559466,"score_spread":0.2900152870614999,"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."}}