{"id":"W996542333","doi":"","title":"Rate of Functional Recovery After Macular Hole Surgery: Hierarchical Linear Modeling for Visual Acuity Change Over Time","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Macular hole; Visual acuity; Medicine; Ophthalmology; Optometry; Vitrectomy","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":[0.01412473,0.0009545679,0.001441762,0.001574294,0.0005215349,0.001233814,0.001866381,0.001961929,0.001850924],"category_scores_gemma":[0.03404055,0.0006629397,0.00274096,0.001369661,0.0007605017,0.001402078,0.001069291,0.00258874,0.0005447854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009953992,"about_ca_system_score_gemma":0.001036627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231517,"about_ca_topic_score_gemma":0.01302104,"domain_scores_codex":[0.9971866,0.001294294,0.0002255484,0.0007676005,0.0002277603,0.0002982696],"domain_scores_gemma":[0.9528329,0.03782405,0.003531215,0.004134394,0.001094059,0.0005833753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006444517,0.001182826,0.5839653,0.0002995657,0.00297548,0.0004192521,0.001691066,0.3136038,0.002589045,0.002430176,0.002047351,0.08235165],"study_design_scores_gemma":[0.00007055446,0.0006829477,0.1824139,0.00003719508,0.0004660095,0.0002431086,0.0001854135,0.8127666,0.0006787528,0.001985547,0.0003796178,0.00009042833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960932,0.000529666,0.03595416,0.0003908023,0.00005844365,0.00007117772,0.00133032,0.0002504166,0.0004829112],"genre_scores_gemma":[0.9945989,0.0001214269,0.003138043,0.00004086877,0.00002328696,0.00006278062,0.001010572,0.00004535315,0.0009588453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0231517,"threshold_uncertainty_score":0.07469964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06544501303612521,"score_gpt":0.3354201016410645,"score_spread":0.2699750886049393,"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."}}