{"id":"W3138164229","doi":"10.3390/curroncol28020114","title":"Restructuring Skin Cancer Care in Ontario: A Provincial Plan","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Health Sciences Centre; Women's College Hospital; Cancer Care Ontario; Queen's University; Sunnybrook Health Science Centre","funders":"Cancer Care Ontario","keywords":"Skin cancer; Medicine; Cancer; Excellence; Health care; Nice; Grey literature; Family medicine; MEDLINE; Economic growth; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001019126,0.0004938988,0.003250456,0.0002958398,0.00005967915,0.00001229695,0.0002038886,0.0004659939,0.0003917376],"category_scores_gemma":[0.00007649234,0.000417798,0.0003973891,0.0002606521,0.0001077888,0.00002645553,0.0003262012,0.001738893,0.00001623573],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01025795,"about_ca_system_score_gemma":0.01147064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01972071,"about_ca_topic_score_gemma":0.7421716,"domain_scores_codex":[0.9975476,0.0001984848,0.0007361925,0.0007536419,0.0002486537,0.0005154549],"domain_scores_gemma":[0.9988963,0.0001358586,0.0003342608,0.0004037043,0.0001037459,0.0001261096],"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":[0.0000350755,0.00008875355,0.01245977,0.01775588,0.000161211,0.0006060424,0.00162829,1.762885e-7,1.614479e-8,0.00002177945,0.001533998,0.965709],"study_design_scores_gemma":[0.0009593102,0.000224524,0.005070352,0.02836861,0.000944795,0.0002257179,0.0001649247,1.006094e-7,5.207248e-7,0.000004835684,0.9637164,0.0003198917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008002162,0.9887832,5.300466e-7,0.00003872499,0.005251485,0.001423315,0.00009729867,0.00002550057,0.003579703],"genre_scores_gemma":[0.00006278262,0.9965689,0.000108877,0.00002433828,0.00139592,0.001130239,0.0003912924,0.00006048462,0.0002571466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9653891,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912378095414003,"score_gpt":0.4684847151343431,"score_spread":0.2772469055929427,"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."}}