{"id":"W4287845237","doi":"10.1016/j.jcjo.2022.06.023","title":"Idiopathic epiretinal membranes: postoperative changes in morphology","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Retina; Retinal; Epiretinal membrane; Outer nuclear layer; Medicine; Ophthalmology; Biology; Visual acuity; Vitrectomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574588,0.0005228746,0.0004753538,0.001263028,0.0006133985,0.0005594224,0.0006118568,0.0009891881,0.003818105],"category_scores_gemma":[0.004474538,0.0002151485,0.0003918017,0.0009286838,0.0008437342,0.0008296402,0.0006311592,0.0009839372,0.0008506472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479295,"about_ca_system_score_gemma":0.0003818721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416107,"about_ca_topic_score_gemma":0.001523573,"domain_scores_codex":[0.9996008,0.0000410436,0.00005565,0.00003837329,0.0001455366,0.0001186162],"domain_scores_gemma":[0.9984025,0.0004939258,0.0004106642,0.0002348477,0.0002071843,0.0002508877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002208839,0.0005811706,0.1856018,0.0001293425,0.00006838381,0.7352469,0.0006631293,0.0003137469,0.02851814,0.0007138448,0.001039947,0.04491479],"study_design_scores_gemma":[0.0001015458,0.001059027,0.3939131,0.00003116827,0.00005941152,0.595102,0.0005422799,0.0007001986,0.006020725,0.0005230308,0.001909288,0.00003827495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813316,0.001034957,0.001164204,0.0005516442,0.0001108198,0.00006387338,0.0002579285,0.00007228669,0.01541271],"genre_scores_gemma":[0.9980793,0.0002175254,0.0002927584,0.0001043114,0.0000608008,0.0000116204,0.00007862664,0.00001423998,0.001140869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003818105,"threshold_uncertainty_score":0.0127728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794949200996944,"score_gpt":0.2733568497772833,"score_spread":0.2454073577673139,"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."}}