{"id":"W6907579060","doi":"10.25384/sage.c.4710341.v1","title":"Regional Wait Times for Patients With Nonmelanoma Skin Cancer in Southwestern Ontario","year":2019,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Cohort; Retrospective cohort study; Skin cancer; Cohort study; Cancer","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004907754,0.0006304876,0.0008701527,0.0006789122,0.00005362069,0.0001806157,0.002003275,0.0003974855,0.03516172],"category_scores_gemma":[0.00003002313,0.0004975671,0.0001007204,0.0002112295,0.00007583279,0.0004652248,0.0004925013,0.000765314,0.002625943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677757,"about_ca_system_score_gemma":0.001045437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06236308,"about_ca_topic_score_gemma":0.7344192,"domain_scores_codex":[0.996686,0.0001041,0.0005813173,0.0009736128,0.0009500669,0.0007049317],"domain_scores_gemma":[0.9961885,0.0000846971,0.001269941,0.002181628,0.00008790568,0.0001873106],"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":[0.0003022759,0.0002465995,0.3184309,0.00006838458,0.0004692934,0.0000238422,0.0002529087,0.000006993137,0.000002163864,6.427245e-7,0.673546,0.00664998],"study_design_scores_gemma":[0.00480589,0.0001225507,0.171945,0.01031679,0.0002119386,0.00001203953,0.00002792576,0.00002681511,7.403044e-7,0.00001935432,0.81179,0.0007209547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01951233,0.06508351,0.0005553876,0.0006307546,0.003516008,0.01485202,0.7014254,0.000472515,0.1939521],"genre_scores_gemma":[0.0009040699,0.001105953,0.001375504,0.0002271522,0.001036449,0.0001168568,0.008056668,0.002555294,0.9846221],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7906699,"threshold_uncertainty_score":0.9997476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749209840491314,"score_gpt":0.2889387457836471,"score_spread":0.251446647378734,"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."}}