{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006157649,0.00007544841,0.0001343974,0.0001173471,0.0007057931,0.0001949374,0.0001664596,0.0001204433,0.007710644],"category_scores_gemma":[0.002333131,0.00006771154,0.00009761094,0.00003493744,0.00003027222,0.00008040141,0.00002023,0.0004619528,0.0004394605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008338492,"about_ca_system_score_gemma":0.001435354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156523,"about_ca_topic_score_gemma":0.008938075,"domain_scores_codex":[0.9983943,0.00003736074,0.0002081392,0.0001087072,0.0009463435,0.0003051742],"domain_scores_gemma":[0.9964477,0.00001940223,0.0001815867,0.0002091092,0.0001840255,0.002958159],"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":[0.00008378019,0.00008119032,0.2347763,0.00002163949,0.0003166907,0.01151126,0.00009649448,0.000001108798,0.00002471266,0.0005717385,0.5918094,0.1607056],"study_design_scores_gemma":[0.0009014798,0.00003443147,0.2230415,0.00004939195,0.00004632389,0.0004488212,0.00006156593,0.0002113568,0.000004109427,0.00007714058,0.7750586,0.00006530168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3783423,0.0002208424,0.0002848285,0.4707456,0.005263797,0.0004575989,0.00002806938,0.00008483886,0.1445721],"genre_scores_gemma":[0.9661939,0.0001056659,0.00004393299,0.01458688,0.001795882,0.000004451049,0.000005784772,0.00001249236,0.01725102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5878516,"threshold_uncertainty_score":0.9931964,"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."}}