{"id":"W2078329531","doi":"10.1007/s10792-012-9635-0","title":"Secondary intraocular lens interventions: predisposing factors, indications and coincident procedures","year":2012,"lang":"en","type":"article","venue":"International Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Intraocular lens; Vitrectomy; Cataract surgery; Ophthalmology; Surgery; Demographics; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002215521,0.0001396309,0.0002065889,0.0002375133,0.0001106443,0.00002329211,0.00009087822,0.0001208019,0.001508787],"category_scores_gemma":[0.0004318181,0.0001254972,0.000146738,0.00007457387,0.0001448493,0.0003303256,0.00007136393,0.0002540307,0.0000422168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007174335,"about_ca_system_score_gemma":0.00007129243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003214247,"about_ca_topic_score_gemma":0.000002325763,"domain_scores_codex":[0.9989827,0.00006055044,0.0003287007,0.0001961298,0.0001866869,0.0002452117],"domain_scores_gemma":[0.9993809,0.0001151058,0.0001204856,0.000141502,0.0001205577,0.0001214849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161433,0.0006873339,0.9774992,0.0002228197,0.0005242152,0.000244587,0.0009986835,0.000002039992,0.002867009,0.01499566,0.001027881,0.0008143687],"study_design_scores_gemma":[0.0005185624,0.0001667888,0.9657374,0.000314428,0.0001291127,0.01657647,0.0003165198,0.00002001186,0.004724164,0.0003797243,0.01093704,0.0001797702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824194,0.002371693,0.0002876447,0.001673973,0.0009721965,0.0002204231,0.00002819574,0.00004312082,0.01198338],"genre_scores_gemma":[0.9977727,0.00006968457,0.0005100778,0.0003006694,0.0003491119,0.00003721646,0.0002006597,0.00001780466,0.000742083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01633188,"threshold_uncertainty_score":0.999404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583970413452961,"score_gpt":0.3402831867437227,"score_spread":0.2944434826091931,"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."}}