{"id":"W2944334955","doi":"10.15353/cjo.73.591","title":"Open Your Eyes","year":2011,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.00472828,0.0005462239,0.001736966,0.01087945,0.0006831898,0.0003321357,0.002649175,0.0006682792,0.009174013],"category_scores_gemma":[0.001630484,0.00048638,0.0006451113,0.003929199,0.0007378446,0.001242246,0.00008556536,0.003058824,0.0001781421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724725,"about_ca_system_score_gemma":0.02932107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558134,"about_ca_topic_score_gemma":0.001899825,"domain_scores_codex":[0.9938893,0.0004056614,0.002223596,0.0003969404,0.001002115,0.00208234],"domain_scores_gemma":[0.9811316,0.0002693581,0.001508279,0.0006166513,0.003086164,0.01338792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004843884,0.0001209411,0.9646638,0.0001956793,0.0006065994,0.01570708,0.001056848,0.000004041378,0.00005379962,0.0000276898,0.01523287,0.001846239],"study_design_scores_gemma":[0.003241706,0.002700249,0.9445528,0.0009219647,0.0002763467,0.03482065,0.001788958,0.00001244949,0.0006689802,0.00002415845,0.01055241,0.0004393457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706258,0.006240349,0.0001276784,0.002920019,0.002506643,0.0004865895,0.0001081686,0.000005622322,0.01697919],"genre_scores_gemma":[0.9906924,0.0002408202,0.004576144,0.001242223,0.001067524,0.000003339685,0.000007651106,0.0001153425,0.002054597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759635,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024809644430118,"score_gpt":0.5171094490197625,"score_spread":0.3146284845767507,"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."}}