{"id":"W4210703446","doi":"10.1093/bjaceaccp/mkp044","title":"Feedback","year":2010,"lang":"en","type":"article","venue":"Continuing Education in Anaesthesia Critical Care & Pain","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007426657,0.001034403,0.0007632839,0.002818639,0.002204437,0.005154053,0.001539269,0.002976933,0.6805131],"category_scores_gemma":[0.06529728,0.0003801057,0.0007521327,0.00139264,0.0008554457,0.002124844,0.003038095,0.002828269,0.4884557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741393,"about_ca_system_score_gemma":0.006733489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005570181,"about_ca_topic_score_gemma":0.009298062,"domain_scores_codex":[0.9891481,0.002149706,0.0005180471,0.0007490258,0.006469728,0.000965437],"domain_scores_gemma":[0.9435635,0.006621615,0.0009516796,0.004229905,0.03969107,0.004942261],"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":[0.00008266698,0.00002952125,0.0001110206,0.00007555588,0.000001742127,0.00002840399,0.00006826419,0.00001671122,0.0001719584,0.0004829771,0.9599138,0.0390174],"study_design_scores_gemma":[0.00003452468,0.00002929256,0.0005732977,0.0001002359,0.000002977825,0.00004847255,0.0001573117,0.00005380087,0.0002931264,0.0006179354,0.9980776,0.00001149764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002962596,0.001078473,0.003528748,0.06436672,0.0481256,0.001490213,0.01570364,0.005458796,0.8572852],"genre_scores_gemma":[0.008660556,0.0005219781,0.001655136,0.00953828,0.002554164,0.0005273688,0.004264753,0.0008543982,0.9714235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3194869,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730816486137357,"score_gpt":0.3065819019475925,"score_spread":0.2978510854614551,"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."}}