{"id":"W4402031463","doi":"10.58931/cect.2024.3349","title":"Ocular Fundus Tumours: A Simplified Clinical Classification","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Fundus (uterus); Ophthalmology; Medicine; Computer science; Optometry; 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":[0.0007888182,0.001000202,0.0009961535,0.00589146,0.0008293873,0.001650016,0.0009534118,0.0009509166,0.00416813],"category_scores_gemma":[0.002166136,0.0002315859,0.0008904536,0.00265616,0.0009144237,0.001310604,0.001501648,0.001668415,0.002412712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281675,"about_ca_system_score_gemma":0.001990149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131152,"about_ca_topic_score_gemma":0.009974982,"domain_scores_codex":[0.9992404,0.000103922,0.0001635808,0.0000779668,0.0002449287,0.0001692747],"domain_scores_gemma":[0.9990676,0.0001072792,0.0001933115,0.00004921347,0.0004115205,0.0001711735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008969553,0.0001658653,0.1720078,0.001693734,0.0001939308,0.0240323,0.001001831,0.003072815,0.01814156,0.01878117,0.1849449,0.5750671],"study_design_scores_gemma":[0.0002332071,0.0004369215,0.3328927,0.001999732,0.0002789452,0.2882483,0.001442572,0.00468501,0.001471349,0.01620933,0.3518951,0.000206976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.362095,0.229298,0.09998333,0.02669795,0.0053905,0.00521543,0.02577223,0.002484472,0.2430631],"genre_scores_gemma":[0.6992808,0.1080709,0.1187119,0.005074244,0.004779213,0.001740363,0.03111062,0.0003470438,0.03088501],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01131152,"threshold_uncertainty_score":0.0224914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0488502865201713,"score_gpt":0.3722615078155075,"score_spread":0.3234112212953362,"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."}}