{"id":"W4250652345","doi":"10.19144/1911-1606","title":"Canadian Journal of General Internal Medicine","year":2016,"lang":"en","type":"paratext","venue":"Canadian Journal of General Internal Medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006710454,0.0006638765,0.002036579,0.004939918,0.00102517,0.00005962181,0.002768063,0.0008206533,0.08609979],"category_scores_gemma":[0.004742024,0.0004044429,0.0003363233,0.0007154997,0.001507738,0.0004586178,0.00005734221,0.005120205,0.001376606],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005688792,"about_ca_system_score_gemma":0.08143401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8250555,"about_ca_topic_score_gemma":0.747489,"domain_scores_codex":[0.9894596,0.001409424,0.004481843,0.0004365149,0.001635952,0.002576658],"domain_scores_gemma":[0.9771832,0.0007384205,0.003976126,0.0005196454,0.004793637,0.01278894],"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":[0.0001309453,0.000009091091,0.005658548,0.0002816334,0.000207664,0.0008366341,0.004430207,0.0000136892,0.0003733452,0.0001355854,0.982294,0.005628699],"study_design_scores_gemma":[0.002384274,0.002445699,0.003570944,0.01442918,0.0001099986,0.001401734,0.001796453,0.00003988008,0.00004177391,0.0005088674,0.9729229,0.0003482798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.085453,0.04731938,0.002850926,0.1932587,0.2537029,0.001284164,0.0006363678,0.000009552757,0.4154849],"genre_scores_gemma":[0.09260885,0.004652559,0.00048654,0.01238632,0.1227598,0.00001692226,0.00007762059,0.0001433945,0.766868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3513831,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249682401662812,"score_gpt":0.4838664851886734,"score_spread":0.3588982450223921,"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."}}