{"id":"W6961004498","doi":"10.1371/journal.pone.0263713.s001","title":"Identification of invasive cutaneous melanoma patients and their pathology records in Ontario from January 1, 2007 to December 31, 2012.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Melanoma; Epidemiology; Medical record; MEDLINE; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0001838004,0.0001636993,0.0002274058,0.001498794,0.001118935,0.0004898765,0.0006536318,0.0002727588,0.003520522],"category_scores_gemma":[0.001157703,0.0002684918,0.0002355687,0.003422397,0.0003247236,0.0002621078,0.0005228016,0.0002702696,0.0005207649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005637251,"about_ca_system_score_gemma":0.006860645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9431472,"about_ca_topic_score_gemma":0.9779561,"domain_scores_codex":[0.9996352,0.00001593185,0.00003485655,0.00006670948,0.0001103182,0.0001368974],"domain_scores_gemma":[0.9990152,0.00006095312,0.0003487472,0.00005293432,0.0003605298,0.0001617041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009205982,0.00002272284,0.9857167,0.00008841392,0.00002540764,0.0003049122,0.001041086,0.00009138139,0.0004118941,0.00009055179,0.007589737,0.004525014],"study_design_scores_gemma":[0.000003876956,0.000009065047,0.9963557,0.00002920663,0.000006649953,0.0001494341,0.0007423011,0.00005406613,0.00003416484,0.00001180012,0.002600138,0.000003737821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045945,0.0008500654,0.0001556418,0.0003772506,0.00002304377,0.0001375304,0.08434641,0.0000292143,0.00948625],"genre_scores_gemma":[0.9699308,0.0007923515,0.0002985355,0.0001567103,0.00001280535,0.00009483608,0.02302367,0.00001135846,0.005678848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05685276,"threshold_uncertainty_score":0.1143751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136478222147288,"score_gpt":0.2076162334257164,"score_spread":0.1939684112109876,"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."}}