{"id":"W3021086632","doi":"10.1016/j.jcrs.2014.11.020","title":"December consultation #2","year":2014,"lang":"en","type":"letter","venue":"Journal of Cataract & Refractive Surgery","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Medicine; Ophthalmology","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":[0.001596095,0.0004366041,0.001784496,0.0008572527,0.00009113629,0.00005804225,0.0001200763,0.0009336678,0.0006204598],"category_scores_gemma":[0.003554851,0.0003398717,0.001249673,0.0002507454,0.0001400734,0.0004487985,0.00001671325,0.004089154,0.000237101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315622,"about_ca_system_score_gemma":0.001249746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002515868,"about_ca_topic_score_gemma":8.931009e-7,"domain_scores_codex":[0.9963527,0.0004649077,0.00135166,0.0002889493,0.001081493,0.0004603229],"domain_scores_gemma":[0.989014,0.005948954,0.002650949,0.0004021532,0.001803125,0.0001808581],"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":[0.0008444129,0.000110408,0.001732034,0.0002767686,0.0008196046,0.01064064,0.0001056962,0.000001199646,0.0003330008,0.000002787221,0.977287,0.007846448],"study_design_scores_gemma":[0.000426597,0.0001584034,0.004388618,0.001027512,0.0007596786,0.00716811,0.00004369675,0.000003136536,0.001847834,0.00005805577,0.9837913,0.0003270737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1364306,0.00286509,0.0006624314,0.84295,0.00640428,0.0004890747,0.00004943325,0.00005872735,0.0100904],"genre_scores_gemma":[0.1111547,0.001125932,0.0002935496,0.862093,0.01993598,0.00000867212,0.000622231,0.0001538791,0.004612079],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02527584,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121900503033454,"score_gpt":0.2896184950227129,"score_spread":0.2583994899923783,"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."}}