{"id":"W2268911373","doi":"10.1007/s11912-016-0500-6","title":"Health Services Research and Regionalization of Care—From Policy to Practice: the Ontario Experience in Head and Neck Cancer","year":2016,"lang":"en","type":"article","venue":"Current Oncology Reports","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Head and neck cancer; Health care; Cancer; Head and neck; Family medicine; Nursing; Surgery; Internal medicine; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250098,0.00007273335,0.0002487424,0.0001198363,0.00007069501,0.000008750111,0.0000415463,0.00005515333,0.00003131659],"category_scores_gemma":[0.001816613,0.00004500052,0.00001311829,0.0002371287,0.0001566331,0.0001882465,0.0001203225,0.0001866841,9.089241e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778439,"about_ca_system_score_gemma":0.00185275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1492986,"about_ca_topic_score_gemma":0.3003279,"domain_scores_codex":[0.9981527,0.0002395138,0.0007784893,0.0003257533,0.0003127645,0.0001907209],"domain_scores_gemma":[0.9973505,0.00128074,0.0004739414,0.0002571781,0.0005023782,0.0001353067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003548734,0.0001837704,0.7770427,0.00007435111,0.00001148265,0.00003247484,0.03471039,8.269026e-7,0.0002002462,0.00006491272,0.000813373,0.1865106],"study_design_scores_gemma":[0.0008564437,0.0008025739,0.6269384,0.0006143139,0.00001779966,0.0001622781,0.005436656,0.000003325196,0.00006207865,0.000402709,0.3646628,0.00004058079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149936,0.002347795,0.00005603203,0.08147603,0.00033151,0.0006918491,0.000004590713,0.000006010842,0.00009255597],"genre_scores_gemma":[0.9949206,0.002125074,0.0005759711,0.001975165,0.0002046304,0.0001061281,0.00002084152,0.000007437882,0.00006422788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638495,"threshold_uncertainty_score":0.8563663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4269193081267979,"score_gpt":0.65571161730725,"score_spread":0.2287923091804521,"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."}}