{"id":"W2769208335","doi":"10.1503/cmaj.170810","title":"Pigmented Bowen disease","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Forehead; Hyperkeratosis; Epidermolytic hyperkeratosis; Punch Biopsy; Dermatology; Lesion; Medicine; Biopsy; Bowen's disease; Pathology; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001847064,0.001067439,0.0006703266,0.001149132,0.001429886,0.0009735099,0.0005669019,0.001602988,0.005600949],"category_scores_gemma":[0.001291277,0.0003785139,0.0003922627,0.001108318,0.0007453776,0.001110709,0.0006058268,0.001220914,0.0007284954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499438,"about_ca_system_score_gemma":0.0003808177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002609198,"about_ca_topic_score_gemma":0.002698261,"domain_scores_codex":[0.9997186,0.00001585494,0.00001644946,0.00009328197,0.00006160702,0.00009421411],"domain_scores_gemma":[0.99976,0.00005526434,0.0000393084,0.00001730588,0.00002287237,0.000105285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001151425,0.0001295338,0.02079917,0.0001228924,0.0000297326,0.960143,0.0004673587,0.0001171816,0.006421698,0.001387034,0.001930289,0.00833697],"study_design_scores_gemma":[0.00002862444,0.0001852764,0.02111948,0.00007168579,0.0000421137,0.9729105,0.0002491579,0.0002849921,0.0005523325,0.0007821054,0.00375525,0.0000184723],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171177,0.01421451,0.003548816,0.004776645,0.001003147,0.0002364311,0.0004826138,0.000278416,0.05834174],"genre_scores_gemma":[0.9901192,0.002302585,0.0006695217,0.001028501,0.0002904468,0.00001556935,0.00007994847,0.00001451475,0.005479653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005600949,"threshold_uncertainty_score":0.01873708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008531430153373237,"score_gpt":0.2487809649006708,"score_spread":0.2402495347472976,"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."}}