{"id":"W4230024515","doi":"10.5206/uwomj.v85i2.2240","title":"Skin cancer","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Medicine; Dermatology; Cancer; Population; Disease; Incidence (geometry); Melanoma; Surgery; Pathology; Environmental health; Internal medicine; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003700342,0.0002935656,0.000467728,0.001028867,0.001578186,0.001490426,0.0005681487,0.000773946,0.09737527],"category_scores_gemma":[0.001880936,0.0001738555,0.000630772,0.001603182,0.0003385288,0.0006623217,0.0007871411,0.0008743361,0.01970081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256289,"about_ca_system_score_gemma":0.001847531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694633,"about_ca_topic_score_gemma":0.02906825,"domain_scores_codex":[0.9993129,0.00008177735,0.00005487999,0.00008782009,0.0003293694,0.0001332029],"domain_scores_gemma":[0.9991558,0.0001048424,0.00009341191,0.0001138382,0.0004016618,0.0001305956],"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":[0.0004491662,0.0005704713,0.06043622,0.004609895,0.0002072431,0.00292777,0.0008483332,0.0001470934,0.002504168,0.00709259,0.4465767,0.4736305],"study_design_scores_gemma":[0.00004862121,0.0002768812,0.03910588,0.001569044,0.0000968726,0.007689418,0.001161697,0.00004364458,0.0007460811,0.0009950092,0.9482478,0.00001908666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07706846,0.09855082,0.001418347,0.006654015,0.002533055,0.001365958,0.01713387,0.0004578922,0.7948177],"genre_scores_gemma":[0.4516023,0.1077732,0.002975075,0.01209795,0.0009911368,0.0007368222,0.02085125,0.0001701407,0.4028021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09737527,"threshold_uncertainty_score":0.3257527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431463142066733,"score_gpt":0.2449816325729688,"score_spread":0.2306670011523015,"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."}}