{"id":"W4234039861","doi":"10.1111/j.1553-2712.2002.tb01564.x","title":"Quality and Education","year":2002,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Quality (philosophy); Medical education; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.01097738,0.0002837462,0.0005277593,0.003097885,0.003256234,0.01067713,0.000968189,0.002908112,0.01365501],"category_scores_gemma":[0.03970796,0.0001901383,0.0004408735,0.003640457,0.01559097,0.008258087,0.006096461,0.003465147,0.0008391764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009890296,"about_ca_system_score_gemma":0.01040877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542037,"about_ca_topic_score_gemma":0.01339221,"domain_scores_codex":[0.9829562,0.009241113,0.0007742645,0.001039737,0.004046292,0.00194243],"domain_scores_gemma":[0.9602888,0.0202066,0.0065308,0.001622629,0.005361825,0.005989453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000481397,0.0001100673,0.02114865,0.0005891282,0.00007595483,0.00009515602,0.00438305,0.000412581,0.0000662914,0.85243,0.02929161,0.09134939],"study_design_scores_gemma":[0.00004645874,0.0001400922,0.04534303,0.003426694,0.00004489776,0.0003107452,0.01072769,0.0003173117,0.0001852125,0.4784596,0.4609391,0.00005913806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03492992,0.08497891,0.006911501,0.4206066,0.002947313,0.0001134922,0.0002970614,0.00006587086,0.4491493],"genre_scores_gemma":[0.8931874,0.041856,0.003162334,0.03835018,0.002693687,0.0001147151,0.0001457416,0.00005302154,0.02043694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01542037,"threshold_uncertainty_score":0.07175952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024876787820398,"score_gpt":0.4119982466546016,"score_spread":0.3095105678725618,"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."}}