{"id":"W4238607270","doi":"10.1177/1203475415582318","title":"Non-melanoma Skin Cancer in Canada Chapter 5: Management of Squamous Cell Carcinoma","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; University of British Columbia; Centre de Recherche Dermatologique du Québec Métropolitain; Université de Sherbrooke; Université Laval; University of Alberta","funders":"LEO Pharma; F. Hoffmann-La Roche","keywords":"Medicine; Skin cancer; Melanoma; Radiation therapy; Cancer; Dermatology; Basal cell; Basal cell carcinoma; Natural history; Surgery; Pathology; Internal medicine; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015878,0.0003208215,0.0002785308,0.003212318,0.003011544,0.001633756,0.001488102,0.0009078896,0.01088781],"category_scores_gemma":[0.00256619,0.0001794715,0.000462934,0.004380658,0.0006165862,0.0005261387,0.0009860989,0.0005852018,0.001241476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03732795,"about_ca_system_score_gemma":0.1401316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497299,"about_ca_topic_score_gemma":0.9857342,"domain_scores_codex":[0.9984761,0.0001171966,0.0001587114,0.00007771141,0.0009083795,0.0002618766],"domain_scores_gemma":[0.9967339,0.00009566289,0.0001874552,0.00001948284,0.002336455,0.0006270122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005308418,0.0001448739,0.04656308,0.007308242,0.00006032081,0.001511695,0.001726182,0.000515028,0.0008919208,0.004032376,0.5228732,0.4143199],"study_design_scores_gemma":[0.00002350614,0.00007984703,0.1214695,0.01146486,0.0000815071,0.001124882,0.002849139,0.0002484767,0.0004210296,0.0007647757,0.8614279,0.00004448427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03766266,0.4703055,0.002232923,0.1169845,0.004402748,0.001951157,0.01300411,0.0003173985,0.353139],"genre_scores_gemma":[0.268023,0.5508648,0.01800205,0.03694598,0.001765074,0.0007581997,0.01585383,0.0001272766,0.1076599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05027008,"threshold_uncertainty_score":0.2708344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388904257995747,"score_gpt":0.2529862260751989,"score_spread":0.2290971834952414,"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."}}