{"id":"W2901261455","doi":"10.1016/j.fsc.2018.08.001","title":"Nonmelanoma Skin Cancer","year":2018,"lang":"en","type":"review","venue":"Facial Plastic Surgery Clinics of North America","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Joseph's Hospital; University of Toronto","funders":"","keywords":"Medicine; Head and neck; Skin cancer; Gold standard (test); Head and neck cancer; Surgery; Cancer; Dermatology; General surgery; Radiology; Radiation therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001187459,0.0006000298,0.00161667,0.005565387,0.0003468613,0.001282079,0.0006026165,0.0007219748,0.008000004],"category_scores_gemma":[0.004307221,0.0003352702,0.001429234,0.0080605,0.0004704222,0.001078095,0.0007624457,0.0005978081,0.000403006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009313152,"about_ca_system_score_gemma":0.002400681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005674633,"about_ca_topic_score_gemma":0.02036619,"domain_scores_codex":[0.9993377,0.0001837809,0.0002071019,0.0001025889,0.0001289153,0.00003989183],"domain_scores_gemma":[0.9976091,0.001722957,0.0004140369,0.00004175025,0.0001644227,0.00004756365],"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":[0.0002542215,0.00009987311,0.008297163,0.480655,0.005181295,0.0003675942,0.0003156156,0.0001167295,0.0003659857,0.001697344,0.02109703,0.4815522],"study_design_scores_gemma":[0.0002399233,0.0002954963,0.03757442,0.4071287,0.0298207,0.00265124,0.001574771,0.00005859941,0.0004797516,0.001431536,0.5186875,0.00005749466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002220789,0.9991893,0.000007903132,0.000078594,0.00005634011,0.000005966121,0.00007673918,7.308237e-7,0.0003623203],"genre_scores_gemma":[0.002455217,0.9970885,0.00004561704,0.0002002349,0.00004248145,0.000009974663,0.00005373981,3.92368e-7,0.0001038293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008000004,"threshold_uncertainty_score":0.02676272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916791172809582,"score_gpt":0.3666746634169344,"score_spread":0.2975067516888386,"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."}}