{"id":"W994470846","doi":"","title":"Iris Melanoma Originating From an Iris Nevus","year":2006,"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":"McGill University","funders":"","keywords":"IRIS (biosensor); Dermatology; Medicine; Nevus; Melanoma; Computer science; Cancer research; 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":[0.0005751169,0.002984124,0.001682031,0.00502719,0.004940781,0.002471328,0.002079216,0.007981041,0.008878213],"category_scores_gemma":[0.004648628,0.001705854,0.001837082,0.001423566,0.001875618,0.002771981,0.002163843,0.005270728,0.004834507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664115,"about_ca_system_score_gemma":0.0009105339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543632,"about_ca_topic_score_gemma":0.005290979,"domain_scores_codex":[0.9988831,0.0001003389,0.0001422876,0.0002219926,0.0003023995,0.0003499085],"domain_scores_gemma":[0.9967548,0.001054631,0.0006121596,0.0005621024,0.00025919,0.0007570928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001262583,0.00003655223,0.001058168,0.00003415129,0.00001061183,0.9949639,0.00006954072,0.00006468322,0.002192337,0.0003754007,0.0001706202,0.0008978629],"study_design_scores_gemma":[0.00004902509,0.0001826305,0.005886168,0.00001834276,0.00004068464,0.9887658,0.0000811094,0.0007996157,0.002774035,0.0003979242,0.0009836609,0.00002108885],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349971,0.003694612,0.006501295,0.007342769,0.001371699,0.0008536013,0.001624236,0.001235497,0.1423793],"genre_scores_gemma":[0.9837118,0.000616084,0.003209904,0.0008252205,0.001663726,0.00006656176,0.0001907217,0.00008984565,0.009626203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008878213,"threshold_uncertainty_score":0.02970052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649339799343587,"score_gpt":0.3710079815519312,"score_spread":0.3345145835584953,"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."}}