{"id":"W3092389410","doi":"10.1016/j.jcrs.2019.05.006","title":"July consultation #2","year":2019,"lang":"en","type":"letter","venue":"Journal of Cataract & Refractive Surgery","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Optometry; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006645856,0.0003664655,0.001433791,0.0007773645,0.0000529572,0.00004106771,0.0001327758,0.0007567337,0.0002051263],"category_scores_gemma":[0.001745273,0.0002694982,0.001006227,0.000240918,0.0001057532,0.0003628067,0.00001991658,0.004027035,0.0004606901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214708,"about_ca_system_score_gemma":0.001347742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002743738,"about_ca_topic_score_gemma":4.389742e-7,"domain_scores_codex":[0.9971127,0.000206802,0.001040365,0.0002505545,0.001010593,0.0003790149],"domain_scores_gemma":[0.9928815,0.003072324,0.002338821,0.000316156,0.001280213,0.0001109687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008937177,0.0001180819,0.006001478,0.0004228806,0.0005802029,0.004653299,0.0001150364,2.640999e-7,0.0003597703,5.832544e-7,0.9829684,0.003886324],"study_design_scores_gemma":[0.0006594268,0.0002850218,0.04508628,0.001028854,0.0006567198,0.002797083,0.0001114241,0.000001683141,0.0002181332,0.00003901209,0.9488554,0.0002609559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1475989,0.003732044,0.00008400258,0.8317195,0.005487459,0.0006041411,0.00007600015,0.00003061191,0.01066738],"genre_scores_gemma":[0.07002986,0.003012639,0.0002105861,0.8963274,0.01189772,0.000007646488,0.0009037677,0.0001979434,0.01741249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07756902,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895809842737723,"score_gpt":0.2739200542048051,"score_spread":0.2549619557774279,"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."}}