{"id":"W4240695471","doi":"10.22374/cjgim.v15i2.406","title":"Gas","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Medicine; Family medicine; Anesthesia; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007905866,0.0006745427,0.000458305,0.001232151,0.001019244,0.001894819,0.001108477,0.001457808,0.4976042],"category_scores_gemma":[0.002602763,0.000309371,0.0004987044,0.0009231798,0.0005423349,0.001502245,0.00199413,0.001434219,0.2891451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100733,"about_ca_system_score_gemma":0.001837917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260783,"about_ca_topic_score_gemma":0.004014884,"domain_scores_codex":[0.9991197,0.00008896885,0.00004140376,0.0001988533,0.000423776,0.0001272923],"domain_scores_gemma":[0.9989679,0.00009685799,0.00005932312,0.0001662648,0.0003664382,0.0003432657],"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":[0.0002287214,0.00005457326,0.0008982879,0.0002901048,0.00001689727,0.0002156273,0.00007812741,0.0001642,0.001527855,0.01458026,0.8356915,0.1462539],"study_design_scores_gemma":[0.00001527698,0.00002128254,0.0003400459,0.0000629267,0.000003287356,0.0001684355,0.00002971702,0.00007054787,0.0003684404,0.001073092,0.9978416,0.000005352469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004028068,0.006592067,0.00828377,0.01521549,0.01187462,0.0002535784,0.008946907,0.007938673,0.9368668],"genre_scores_gemma":[0.03599473,0.00584398,0.01058316,0.007790294,0.002125898,0.0002201887,0.009591126,0.002420482,0.9254302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5023957,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07432825315228601,"score_gpt":0.2428432008108991,"score_spread":0.1685149476586131,"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."}}