{"id":"W4241999827","doi":"10.15353/cjo.70.680","title":"Clinical Diagnosis","year":2008,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macular hole; Medicine; Optometry; Ophthalmology; Computer science; Vitrectomy; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003555987,0.0006094171,0.002233336,0.009067932,0.0005556793,0.0001730838,0.0010358,0.0006110038,0.002641326],"category_scores_gemma":[0.003197195,0.0005358501,0.001981368,0.003714944,0.0009648527,0.0007248807,0.00002838618,0.002656636,0.0001214203],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231841,"about_ca_system_score_gemma":0.01951993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023295,"about_ca_topic_score_gemma":0.0006821972,"domain_scores_codex":[0.99308,0.0003622896,0.003275906,0.0003996407,0.001285771,0.001596399],"domain_scores_gemma":[0.9810545,0.0006566484,0.002016158,0.0005748664,0.002824893,0.01287295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001353124,0.00009000267,0.8987176,0.00008105137,0.0007679159,0.0295069,0.0002172996,0.00002343085,0.00003010624,0.000003481722,0.06738331,0.003043559],"study_design_scores_gemma":[0.002241907,0.0008729374,0.8632189,0.0008058228,0.0004529782,0.0461478,0.000315026,0.00001104305,0.0002713503,0.000003299173,0.08519699,0.0004619476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759061,0.01159958,0.0003287,0.004737411,0.004357042,0.0002360938,0.00008766721,0.000009189305,0.002738253],"genre_scores_gemma":[0.9883208,0.002340928,0.003388398,0.002170239,0.002687555,0.000002757744,0.000009389306,0.0001224549,0.0009574839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549873,"threshold_uncertainty_score":0.9997093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400995953087797,"score_gpt":0.3636991525024939,"score_spread":0.3235995571937142,"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."}}