{"id":"W6908559820","doi":"10.26226/morressier.5b9a8cfddbd47e000fbf581c","title":"QUALITY IMPROVEMENTS- EVALUATION OF KEY PERFORMANCE INDICATORS FOR STROKE STUDIES CONDUCTED AT A LARGE TEACHING HOSPITAL OVER 3 YEARS","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Quality (philosophy); Performance indicator; Quality management; Health services research; Key (lock); Acute stroke; Teaching hospital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004398223,0.0003796763,0.0008623006,0.002578265,0.001890821,0.0004662486,0.002668616,0.0004199627,0.004327014],"category_scores_gemma":[0.0008623628,0.0003429322,0.0002221971,0.001503267,0.001616767,0.004459307,0.004310351,0.0006349582,0.0001208804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492585,"about_ca_system_score_gemma":0.000759901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002904152,"about_ca_topic_score_gemma":0.0005327848,"domain_scores_codex":[0.9934666,0.001407426,0.0005442046,0.0008970796,0.002660563,0.001024109],"domain_scores_gemma":[0.9975509,0.0004267672,0.0007569065,0.0008775961,0.00005852161,0.000329332],"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":[0.00011042,0.0002993942,0.03230352,0.0002416753,0.0004069624,0.000003219865,0.002330544,1.506419e-7,0.00002925986,0.002217798,0.9504228,0.01163428],"study_design_scores_gemma":[0.00147313,0.0003224581,0.0244215,0.0002331137,0.00005263587,5.902852e-8,0.001056191,0.000004433941,0.0001512382,0.0003702674,0.971494,0.000421005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1002372,0.0120042,0.000001806063,0.001330188,0.000906878,0.005516659,0.003303526,0.0002183796,0.8764811],"genre_scores_gemma":[0.05152505,0.01501161,0.0006835198,0.0001356197,0.000754714,0.001017543,0.001269414,0.0003580014,0.9292445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05276339,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166695984733784,"score_gpt":0.4444617219681592,"score_spread":0.2777657372343752,"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."}}