{"id":"W2997933838","doi":"10.18192/uojm.v9i2.4474","title":"Challenges and Rewards of Community Anesthesiology","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Anesthesiology; Medical education; Medicine; Psychology; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.02576402,0.0004679236,0.0007020101,0.001166905,0.01247622,0.01214996,0.002151147,0.008315452,0.02016994],"category_scores_gemma":[0.07176628,0.000458425,0.0006603725,0.0008867664,0.0113631,0.008387216,0.0138414,0.01597829,0.003838689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006188461,"about_ca_system_score_gemma":0.02400657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035738,"about_ca_topic_score_gemma":0.03389242,"domain_scores_codex":[0.966475,0.01853237,0.001074344,0.001369907,0.008176963,0.004371404],"domain_scores_gemma":[0.8473609,0.02765078,0.007005977,0.003731189,0.02186811,0.09238304],"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":[0.000122479,0.0004229399,0.0109499,0.0004846316,0.00005939034,0.001836311,0.006058998,0.000380266,0.0004554685,0.04741158,0.7026957,0.2291224],"study_design_scores_gemma":[0.00009688822,0.0006669539,0.01725378,0.003144427,0.00004075536,0.006248926,0.0534796,0.001301865,0.0003354179,0.09721389,0.8199604,0.0002570297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003946256,0.00400053,0.0006315702,0.9766222,0.004418129,0.00001237195,0.00001963093,0.00002950855,0.01031999],"genre_scores_gemma":[0.4887727,0.02999347,0.009858339,0.4131967,0.02999521,0.0002209743,0.0001235182,0.0002498782,0.02758924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02576402,"threshold_uncertainty_score":0.1362548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278807725682915,"score_gpt":0.2501723121393261,"score_spread":0.2222915395710346,"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."}}