{"id":"W1148764115","doi":"","title":"Predictive Value of Lesion Size on Vision Benefits from Verteporfin Therapy: Exploratory Analyses of Results from the TAP Investigation and VIP Trial","year":2002,"lang":"en","type":"article","venue":"","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"QLT (Canada)","funders":"","keywords":"Verteporfin; Predictive value; Lesion; Medicine; Value (mathematics); Ophthalmology; Internal medicine; Macular degeneration; Computer science; Surgery; Machine learning","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":[0.004961471,0.0007102204,0.0016701,0.0003859675,0.0003307425,0.001082116,0.0005038259,0.0009195835,0.002611374],"category_scores_gemma":[0.009226842,0.0003236638,0.002307212,0.0009106905,0.000837556,0.00142395,0.0005334637,0.001870808,0.0002865231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256574,"about_ca_system_score_gemma":0.0006682472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006547721,"about_ca_topic_score_gemma":0.0008156069,"domain_scores_codex":[0.9973833,0.001630239,0.0001399057,0.0003199128,0.0002402141,0.0002864381],"domain_scores_gemma":[0.9861988,0.01062753,0.001243865,0.0006783948,0.000278671,0.0009728021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4474114,0.0009250663,0.5104526,0.0002255291,0.005963107,0.000396728,0.0001735098,0.002536468,0.003984235,0.000300315,0.001114339,0.0265167],"study_design_scores_gemma":[0.02417211,0.03198207,0.9196578,0.00006965256,0.01046481,0.0007724625,0.0003149016,0.007464157,0.001943421,0.001602765,0.001458253,0.0000975898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980437,0.0004861564,0.0001653059,0.0001246205,0.00001269526,0.00003566288,0.0005213456,0.000006820695,0.0006037306],"genre_scores_gemma":[0.9987561,0.0001628565,0.000138367,0.00006328567,0.00004060702,0.00003715685,0.0006147235,0.000008186834,0.0001788408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004961471,"threshold_uncertainty_score":0.0262391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591141714766525,"score_gpt":0.2816028618889663,"score_spread":0.2256914447413011,"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."}}