{"id":"W2525836523","doi":"10.1016/j.cjca.2016.07.498","title":"COLLABORATIVELY IMPROVING CARDIOLOGY IN-PATIENT FLOW","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Multidisciplinary approach; Interventional cardiology; Quality management; Quality (philosophy); Rounding; Cardiology; Patient care; Unit (ring theory); Identification (biology); Medical emergency; Intensive care medicine; Internal medicine; Nursing; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03098929,0.000736757,0.0008288871,0.002730723,0.004873324,0.01015581,0.00259347,0.002943339,0.01671951],"category_scores_gemma":[0.1058171,0.0005233385,0.0008969611,0.002081051,0.0009230711,0.006701384,0.01185576,0.003134953,0.003297697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607247,"about_ca_system_score_gemma":0.02816675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130053,"about_ca_topic_score_gemma":0.01886229,"domain_scores_codex":[0.9689797,0.01879079,0.002054568,0.00279371,0.004258567,0.003122737],"domain_scores_gemma":[0.890219,0.03887071,0.01321494,0.01415883,0.01871391,0.02482251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007444387,0.00599412,0.08119884,0.0004393747,0.0003147454,0.000434492,0.008314269,0.00715031,0.001440021,0.0162133,0.09237376,0.7853822],"study_design_scores_gemma":[0.002704877,0.006548017,0.2408535,0.002742439,0.001670752,0.00178342,0.03601961,0.1040374,0.007897527,0.1510191,0.4439844,0.0007389161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5092199,0.00365813,0.1574416,0.1209532,0.007172154,0.00242746,0.001405727,0.004870943,0.1928509],"genre_scores_gemma":[0.9221025,0.0009338272,0.05849725,0.004851253,0.002198282,0.0005301466,0.0008373332,0.0002640377,0.009785479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03098929,"threshold_uncertainty_score":0.163889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334454965690157,"score_gpt":0.2093958716176897,"score_spread":0.1960513219607882,"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."}}