{"id":"W3009070088","doi":"10.3747/co.27.5349","title":"Can Concordance between Actual Care Received and a Pathway Map Be Measured on a Population Level in Ontario? A Pilot Study","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Concordance; Medicine; Population; Colorectal cancer; Disease; Cohort; Health care; Cancer; Internal medicine; Oncology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004973888,0.0001755014,0.0005440993,0.00008362583,0.00005133203,0.0000113008,0.00007227952,0.00006761892,0.00006741489],"category_scores_gemma":[0.002531451,0.000167367,0.0000327993,0.0001380269,0.00004055205,0.00007574103,0.00006843895,0.0006814951,0.000008518701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009863353,"about_ca_system_score_gemma":0.0006847307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03250406,"about_ca_topic_score_gemma":0.512553,"domain_scores_codex":[0.9977991,0.0003849914,0.0008301926,0.000459411,0.0003052539,0.0002210283],"domain_scores_gemma":[0.9984046,0.0007571322,0.0002818801,0.0001687071,0.000176828,0.0002108444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001898455,0.0007883301,0.8885522,0.00005568723,0.0000414032,0.0000335328,0.01314058,0.000004305415,0.0002070648,0.000008878316,0.0004805966,0.09478899],"study_design_scores_gemma":[0.01005289,0.01701601,0.9495777,0.00006795004,0.000167584,0.000003599127,0.006664217,0.00004918396,0.00002131478,0.00004097012,0.01619225,0.0001463386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833354,0.00008627691,0.00005006903,0.01432466,0.0004403018,0.001598781,0.00007026062,0.00003599094,0.0000583087],"genre_scores_gemma":[0.9974393,0.000008540689,0.0002725319,0.001355433,0.0002912488,0.00007952784,0.000522598,0.00001827436,0.0000125441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4800489,"threshold_uncertainty_score":0.9739386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7329537073600464,"score_gpt":0.5377721454996892,"score_spread":0.1951815618603572,"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."}}