{"id":"W1934545069","doi":"10.1007/s10552-015-0690-5","title":"Comprehensive capture of cutaneous melanoma by the Ontario Cancer Registry: validation study using community pathology reports","year":2015,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences; Canadian Dermatology Foundation; Dermatology Foundation","keywords":"Medicine; Cancer registry; Medical diagnosis; Melanoma; Cancer; Epidemiology; Confidence interval; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002739484,0.0005979497,0.0005026339,0.002828524,0.002310247,0.00143258,0.001970991,0.0005203224,0.00183678],"category_scores_gemma":[0.009163391,0.0008244932,0.0008816549,0.005794558,0.000860589,0.0008964558,0.001908678,0.0006014643,0.0005600525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173704,"about_ca_system_score_gemma":0.0183424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9252749,"about_ca_topic_score_gemma":0.9607735,"domain_scores_codex":[0.9960731,0.0007544381,0.0003373044,0.0007247456,0.001420054,0.000690337],"domain_scores_gemma":[0.9891989,0.000723528,0.003290552,0.001622468,0.004357843,0.0008067213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004268805,0.00003306242,0.9967464,0.00003215059,0.00005909853,0.00004146972,0.0004598831,0.0000432664,0.0001660576,0.00004573919,0.001066471,0.001263796],"study_design_scores_gemma":[0.000007604167,0.00001185827,0.9986826,0.00001320339,0.00002276286,0.00003791308,0.000318998,0.00008668945,0.00004350904,0.000007717995,0.000763464,0.000003729795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779201,0.0004147399,0.0005630057,0.0001416185,0.00001765478,0.0005491912,0.01609012,0.00003035788,0.004273196],"genre_scores_gemma":[0.986498,0.0002999725,0.0006855748,0.0001028062,0.0000138171,0.0002631444,0.01093819,0.00001566829,0.001182877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07472509,"threshold_uncertainty_score":0.1503302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879655838118782,"score_gpt":0.3171004232770596,"score_spread":0.2583038648958718,"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."}}