{"id":"W2093339269","doi":"10.3129/i07-157","title":"A long-term follow-up study of different irrigation/aspiration techniques on formation of posterior capsule opacification","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Term (time); Capsule; Posterior capsule opacification; Medicine; Surgery; Biology; Physics; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005082014,0.0001011609,0.0003416259,0.0005982507,0.0000511711,0.000006162746,0.00007660122,0.0001064056,0.0001459216],"category_scores_gemma":[0.0001482313,0.00008543432,0.00009534977,0.0001402498,0.00006217403,0.0001200825,0.000003622725,0.0001537335,0.000001562508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381448,"about_ca_system_score_gemma":0.0002292519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004056538,"about_ca_topic_score_gemma":0.0003625934,"domain_scores_codex":[0.998771,0.00009347415,0.000710643,0.00008420093,0.0001767055,0.000163957],"domain_scores_gemma":[0.9985482,0.0000485888,0.0005750032,0.00016791,0.0004783093,0.0001819859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00222754,0.001447779,0.7457593,0.0004462657,0.0003496531,0.01012218,0.01150171,0.00001214913,0.2022263,0.0006898867,0.0001149702,0.02510221],"study_design_scores_gemma":[0.000979694,0.006357036,0.753558,0.0002208387,0.0001025875,0.0178073,0.0008150377,0.000004540692,0.2199871,0.00007858741,0.00000744386,0.00008181776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973561,0.00005845593,0.0002183112,0.00009629767,0.0003083239,0.0003626827,0.000004683918,0.000002749053,0.001592395],"genre_scores_gemma":[0.9997039,9.217377e-7,0.00007713543,0.00002190935,0.00007602926,0.000003378929,0.00001667519,0.00001001589,0.00008997918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02502039,"threshold_uncertainty_score":0.3483911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692060753631589,"score_gpt":0.3027319883648927,"score_spread":0.2658113808285768,"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."}}