{"id":"W4214569036","doi":"10.15331/jdsm.3892","title":"Quality","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quality (philosophy); Computer science; Business; Philosophy","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":[0.04053323,0.00179083,0.008805518,0.01101975,0.002625226,0.004908617,0.005113045,0.003699668,0.1962273],"category_scores_gemma":[0.230077,0.001319125,0.006805885,0.01184381,0.001590485,0.005007409,0.003383278,0.002621918,0.01536813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006198542,"about_ca_system_score_gemma":0.02173424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369824,"about_ca_topic_score_gemma":0.01640512,"domain_scores_codex":[0.9214155,0.02334034,0.03092345,0.0098912,0.01244053,0.001989053],"domain_scores_gemma":[0.8093776,0.06192066,0.03536316,0.01715302,0.07192354,0.004262175],"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":[0.006627726,0.0002932696,0.02315448,0.3855737,0.009324294,0.0002570701,0.001276004,0.0007461151,0.0002916433,0.006754027,0.3875953,0.1781063],"study_design_scores_gemma":[0.01841692,0.0008493368,0.05321284,0.3246821,0.01055746,0.0003876362,0.001668194,0.001321184,0.0007053408,0.0188629,0.5689427,0.0003933949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.007656925,0.03208995,0.01569268,0.01786235,0.007648517,0.1071355,0.7776641,0.0009713446,0.03327852],"genre_scores_gemma":[0.144973,0.01744259,0.05093455,0.04249441,0.004363122,0.5447447,0.1669137,0.001427883,0.02670615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8037727,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039906949070549,"score_gpt":0.3689243583670285,"score_spread":0.338525288876323,"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."}}