{"id":"W2888699072","doi":"10.1097/iop.0000000000001205","title":"Efficacy of Care for Blind Painful Eyes","year":2018,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Surgery; Discontinuation; Enucleation","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":[0.00005921023,0.0001274088,0.0002151497,0.00005475492,0.0000921023,0.000008108937,0.00004244371,0.0001013102,0.00001757191],"category_scores_gemma":[0.0002217407,0.0001087184,0.0001200925,0.00004755835,0.0003317746,0.000003458104,0.00003150869,0.00002599737,0.00000224082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005371541,"about_ca_system_score_gemma":0.00007745009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006057549,"about_ca_topic_score_gemma":0.000006324656,"domain_scores_codex":[0.999335,0.00002488548,0.0001643487,0.0002643538,0.00004940455,0.0001620232],"domain_scores_gemma":[0.9993806,0.0002255209,0.00009162303,0.0001251302,0.0001236672,0.00005345386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005375658,0.000393135,0.7506803,0.0004904239,0.001525804,0.00001853114,0.0006139106,0.000008366683,0.05781772,0.0003079676,0.0009440937,0.1818241],"study_design_scores_gemma":[0.01727286,0.005288514,0.47547,0.0006797962,0.0007444621,0.001008937,0.006445944,0.0001865047,0.4733917,0.001931037,0.01549715,0.002083132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968199,0.001212583,0.0004746839,0.000005300531,0.0004119477,0.000184713,0.00010368,0.000003886507,0.0007833128],"genre_scores_gemma":[0.9988617,0.00009858915,0.0006850856,0.000007176981,0.0001455433,0.00001532319,0.0001064821,0.00001397134,0.00006616527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415574,"threshold_uncertainty_score":0.4433407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115882415628903,"score_gpt":0.2550727109465609,"score_spread":0.2439138867902718,"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."}}