{"id":"W1143330244","doi":"","title":"Physician experience using Healon5® in phacoemulsification and posterior chamber lens implantation","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Phacoemulsification; Ophthalmology; Lens (geology); Medicine; Optometry; Optics; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003746055,0.0001453403,0.0002271971,0.0002125223,0.0002324423,0.00002939615,0.00007093731,0.0000710396,0.00001299891],"category_scores_gemma":[0.0001834939,0.0001335081,0.00002476524,0.0007177529,0.002449295,0.0005832479,0.0000477005,0.0001592786,0.00001134639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611666,"about_ca_system_score_gemma":0.0003211786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003605239,"about_ca_topic_score_gemma":0.000004770799,"domain_scores_codex":[0.9986206,0.00006125891,0.0002389029,0.0004588689,0.0002578649,0.0003625295],"domain_scores_gemma":[0.9994526,0.0000450238,0.0001065771,0.0001314725,0.000119908,0.0001444222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004563927,0.00008277607,0.03546046,0.00001381754,0.000003382863,0.000291401,0.005268543,0.00002007256,0.9582365,0.0002353341,1.781183e-7,0.0003418633],"study_design_scores_gemma":[0.0004193611,0.0002787469,0.5003009,0.000118195,0.00000858364,0.001969074,0.00085037,0.0003402584,0.4948143,0.0007683992,0.000003709602,0.0001280763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986985,0.00005905849,0.00001159034,0.0004996537,0.0001300592,0.0002742325,0.000002298931,0.00001874542,0.0003058784],"genre_scores_gemma":[0.9976165,0.000004653155,0.001311677,0.0009779941,0.00004717281,0.00001811365,0.000005473405,0.000008584049,0.000009833208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4648404,"threshold_uncertainty_score":0.9024532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606576010205584,"score_gpt":0.376805824833879,"score_spread":0.3107400647318232,"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."}}