{"id":"W2890723064","doi":"10.23889/ijpds.v3i4.814","title":"Ontario’s stroke report cards: Cross-continuum data linkage allows evaluation of system of care","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Health Sciences Centre; Sunnybrook Health Science Centre; Royal Victoria Hospital; Kingston Health Sciences Centre","funders":"","keywords":"Report card; Knowledge translation; Stroke (engine); Best practice; Interdependence; Linkage (software); Balanced scorecard; Medicine; Medical emergency; Business; Psychology; Computer science; Process management; Knowledge management; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03221366,0.0009478719,0.001013035,0.01154364,0.002258765,0.00631409,0.002889067,0.0007929398,0.02726488],"category_scores_gemma":[0.1137134,0.00107424,0.001161806,0.02224593,0.0008119955,0.002803823,0.005515367,0.0008903922,0.006052393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0205252,"about_ca_system_score_gemma":0.04421555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7056282,"about_ca_topic_score_gemma":0.7058384,"domain_scores_codex":[0.9661897,0.008009736,0.005478135,0.002767203,0.01597542,0.001579783],"domain_scores_gemma":[0.8723693,0.01966979,0.02055153,0.0201953,0.0639353,0.003278799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006302772,0.000239331,0.2461009,0.001526131,0.0003994215,0.0001699276,0.003596741,0.002644,0.0007387079,0.01000635,0.4091692,0.324779],"study_design_scores_gemma":[0.0004104527,0.0001770613,0.5787731,0.0009184942,0.0001851111,0.0001247779,0.003111649,0.01036118,0.002676396,0.004008644,0.3990235,0.0002296136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09981212,0.0008492554,0.07448017,0.004630193,0.0007692535,0.01047067,0.6794297,0.007879544,0.1216791],"genre_scores_gemma":[0.2978655,0.001177762,0.2043489,0.0008499359,0.0002586089,0.01256836,0.4441172,0.00120122,0.03761256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2943718,"threshold_uncertainty_score":0.5922108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060140584790747,"score_gpt":0.447654574613484,"score_spread":0.3416405161344093,"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."}}