{"id":"W1177736299","doi":"","title":"Clinical and Pathologic Characteristics of Biopsy Proven Iris Melanomas: Results of a Multicenter International Study","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; IRIS (biosensor); Biopsy; Multicenter study; Pathology; Dermatology; Radiology; Computer science; Artificial intelligence","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":[0.001578949,0.0007592288,0.0006463717,0.0012537,0.000725764,0.0007439272,0.0005216475,0.0006667131,0.001359868],"category_scores_gemma":[0.003707302,0.0005248019,0.0004680928,0.001335098,0.0008694407,0.001246576,0.0005963391,0.0005832051,0.0004115732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012968,"about_ca_system_score_gemma":0.0002963829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647257,"about_ca_topic_score_gemma":0.002015755,"domain_scores_codex":[0.9988519,0.0004051221,0.0001315954,0.0002733394,0.000177615,0.0001604272],"domain_scores_gemma":[0.9972229,0.0006274616,0.001012602,0.0002495692,0.0003667428,0.0005207913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001218731,0.0002387891,0.9954942,0.00001010446,0.00005705161,0.0001983902,0.0002389271,0.00004544306,0.001287438,0.00001433276,0.00006071548,0.001135817],"study_design_scores_gemma":[0.00004189206,0.0004783336,0.9980627,0.000003193309,0.00004599104,0.0005983152,0.0004041251,0.00007262603,0.0001731369,0.00001159748,0.0001012876,0.000006835202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994229,0.00008573163,0.00003813322,0.000008699725,0.000001832755,0.000012339,0.0001385897,0.000001435203,0.0002904158],"genre_scores_gemma":[0.9995062,0.00005323048,0.00006129654,0.00001624804,0.000009645143,0.00001146127,0.0002707751,0.000002735959,0.00006834837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002647257,"threshold_uncertainty_score":0.008350372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290468969827865,"score_gpt":0.4124105602201578,"score_spread":0.3595058705218792,"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."}}