{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001487525,0.00007352126,0.0001807283,0.0001446312,0.0001157849,0.00002074923,0.0002213056,0.00002043865,0.0253212],"category_scores_gemma":[0.0003138447,0.00005162881,0.00005012633,0.00004119442,0.0004061006,0.0001136404,0.000004239455,0.0002712096,0.00006221171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005297102,"about_ca_system_score_gemma":0.0002856105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924135,"about_ca_topic_score_gemma":0.009211716,"domain_scores_codex":[0.9992319,0.00002346362,0.0003847179,0.00005913552,0.0001572511,0.0001434898],"domain_scores_gemma":[0.9986979,0.00001927969,0.0001484107,0.00004842643,0.0002540289,0.0008318914],"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":[0.00001504197,0.000003165931,0.0001326623,0.000008950095,0.00003309598,0.0002499518,0.01503246,0.000003038587,0.0002363652,0.1739035,0.8063815,0.0040002],"study_design_scores_gemma":[0.0003101819,0.0004859214,0.00004370613,0.00008966161,0.00001895103,0.00005939741,0.0008352598,0.0000728571,0.00005049517,0.001200297,0.9967785,0.00005478174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1016415,0.00227139,0.001133538,0.189674,0.00855685,0.00007773133,0.00002774558,0.00001417585,0.6966031],"genre_scores_gemma":[0.9511329,0.00001116818,0.00008063109,0.02402067,0.01224393,4.553412e-7,0.000004127184,0.000009756155,0.01249638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8494914,"threshold_uncertainty_score":0.9755698,"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."}}