{"id":"W2621370306","doi":"10.15562/tcp.40","title":"Non-melanoma Skin Cancer: Mini Review","year":2017,"lang":"de","type":"article","venue":"The Cancer Press","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Melanoma; Skin cancer; Dermatology; Cancer; Medicine; Internal medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008285946,0.0007345504,0.001552074,0.00004346033,0.001450867,0.0002156419,0.002672119,0.0002118531,0.001746302],"category_scores_gemma":[0.000236526,0.000506187,0.0003964231,0.0001189811,0.00111376,0.0002328435,0.001264494,0.0008237217,0.0004615276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176738,"about_ca_system_score_gemma":0.0007326902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756179,"about_ca_topic_score_gemma":0.001601845,"domain_scores_codex":[0.9960986,0.0001553913,0.0007921299,0.001017587,0.0008237601,0.001112508],"domain_scores_gemma":[0.993625,0.000202773,0.00116103,0.004374591,0.0003231252,0.0003134392],"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":[0.0003991747,0.0001326399,0.05416674,0.009873711,0.004201886,0.0001692307,0.002134289,0.000009734595,0.00004116129,0.0000856657,0.7128217,0.2159641],"study_design_scores_gemma":[0.002013574,0.0001555245,0.1123884,0.02474235,0.005397065,0.00001015747,0.00005588463,0.00008146465,0.002653834,0.00004639329,0.8518271,0.0006282756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006039424,0.9118207,0.000008633557,0.04821298,0.0109501,0.002323686,0.0004850149,0.00004530482,0.02011413],"genre_scores_gemma":[0.1226954,0.8469395,0.00003501549,0.005291818,0.0103478,0.002005614,0.00001193809,0.0001332752,0.01253961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2153358,"threshold_uncertainty_score":0.9998491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199695055485134,"score_gpt":0.3565113811998066,"score_spread":0.3145144306449553,"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."}}