{"id":"W17447630","doi":"","title":"Medical Resources in Barrie","year":2014,"lang":"en","type":"article","venue":"Clinical and Experimental Obstetrics & Gynecology","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006829665,0.0001406227,0.0001735024,0.002407278,0.006647678,0.004216451,0.0008244221,0.001364994,0.06232596],"category_scores_gemma":[0.003247088,0.0004088421,0.0001637263,0.002621943,0.001560162,0.002476953,0.004663157,0.001968662,0.002651286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00624728,"about_ca_system_score_gemma":0.01141325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1953295,"about_ca_topic_score_gemma":0.4524977,"domain_scores_codex":[0.9988232,0.0002006897,0.00003906482,0.00009295026,0.0001751854,0.0006689483],"domain_scores_gemma":[0.9974299,0.0006384475,0.0001928064,0.00008034425,0.0002036403,0.001454762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003195272,0.000391998,0.1483452,0.0004874102,0.00003607923,0.008885403,0.04934934,0.0003906458,0.001638892,0.3720939,0.277544,0.1405176],"study_design_scores_gemma":[0.00003241297,0.00005684575,0.1662182,0.0006371461,0.00001003604,0.0007981808,0.04388338,0.0001715426,0.000243768,0.005572369,0.7823235,0.00005258495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2716165,0.004436308,0.0004835849,0.05934789,0.0005143006,0.0001828798,0.002730785,0.0001337232,0.6605541],"genre_scores_gemma":[0.7048514,0.00181182,0.0005771465,0.0123362,0.0001153421,0.0002017111,0.001128839,0.00006339158,0.2789141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8046705,"threshold_uncertainty_score":0.3883851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1837022710363613,"score_gpt":0.5010392444116237,"score_spread":0.3173369733752625,"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."}}