{"id":"W4379141878","doi":"10.7759/cureus.39874","title":"Clinicopathological Profile of a Cohort of Patients With Malignant Melanoma in the United Kingdom","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Medicine; Breslow Thickness; Melanoma; Biopsy; Nodular melanoma; Pathology; Sarcoma; Population; H&E stain; Cancer; Histopathology; Dermatology; Internal medicine; Breast cancer; Sentinel lymph node; Staining","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":[0.0001932493,0.0002140904,0.0002769492,0.0007783359,0.0004052399,0.0005358661,0.0002171753,0.0003157685,0.0021405],"category_scores_gemma":[0.0008960923,0.0002111102,0.0001877765,0.0008126469,0.0002489694,0.0003644876,0.0004089389,0.0001816194,0.0003975893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003353095,"about_ca_system_score_gemma":0.0002267275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008097846,"about_ca_topic_score_gemma":0.007793372,"domain_scores_codex":[0.9998022,0.00003569078,0.00002747358,0.00004957882,0.00003570354,0.00004925073],"domain_scores_gemma":[0.9993875,0.00007111076,0.0002994414,0.00002762492,0.00006893092,0.0001453777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002105042,0.000004860267,0.9983162,0.000005654194,0.000005291502,0.0007473966,0.00006147819,0.0000106335,0.0002567224,0.000006671062,0.00007592484,0.0004880309],"study_design_scores_gemma":[0.000002714599,0.0000435283,0.9952428,0.000009318501,0.000005988998,0.003926342,0.0003265859,0.00004678633,0.00004528675,0.000008223211,0.0003401849,0.000002217468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988293,0.0003346397,0.00003346523,0.00005191438,0.000005928743,0.000006319342,0.0002478826,0.000002919124,0.0004875549],"genre_scores_gemma":[0.9994321,0.0001587937,0.00003961077,0.00003581451,0.000006293088,0.000005782633,0.0002075314,0.000001019384,0.0001129134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008097846,"threshold_uncertainty_score":0.01610142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874760141732116,"score_gpt":0.2919173565511157,"score_spread":0.2531697551337945,"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."}}