{"id":"W2943750107","doi":"10.3747/co.26.4557","title":"Estimating the Health Care Costs of Non-Melanoma Skin Cancer in Saskatchewan Using Physician Billing Data","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency","funders":"Ministry of Health, Saskatchewan","keywords":"Medicine; Skin cancer; Specialty; Family medicine; Basal cell carcinoma; Ambulatory care; Health care; Cancer registry; Outpatient clinic; Mohs surgery; Cancer; Emergency medicine; Basal cell; Dermatology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428632,0.0005572995,0.0003123528,0.00270524,0.0005778416,0.001338481,0.00108193,0.0003514197,0.00264287],"category_scores_gemma":[0.004606849,0.0005170841,0.0008889807,0.004646889,0.0002172306,0.0005387294,0.000751726,0.0005256139,0.0004761118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708307,"about_ca_system_score_gemma":0.01208122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9080887,"about_ca_topic_score_gemma":0.9292395,"domain_scores_codex":[0.999186,0.0002562127,0.0000893661,0.0001042693,0.0002182914,0.0001458108],"domain_scores_gemma":[0.9976011,0.0006859383,0.000622427,0.0001293392,0.0007851328,0.00017605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333947,0.00008421723,0.9418429,0.0001096936,0.0005617211,0.0002590343,0.0001091317,0.03384839,0.0003323038,0.0005225994,0.004151774,0.01804494],"study_design_scores_gemma":[0.00008292467,0.00007963638,0.9252091,0.00012525,0.0002037576,0.0001713464,0.0007282907,0.06838553,0.0004538544,0.0008202523,0.003696717,0.00004341734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619692,0.0006437956,0.002806594,0.0007053535,0.00002052389,0.0003053029,0.02821023,0.00009917974,0.00523985],"genre_scores_gemma":[0.9756068,0.0009293044,0.006220581,0.0002117106,0.00001726175,0.000221095,0.01478991,0.00001799924,0.001985296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09191126,"threshold_uncertainty_score":0.1849051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008746839600672,"score_gpt":0.4489433851559065,"score_spread":0.3480687011958393,"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."}}