{"id":"W4239328845","doi":"10.1097/01.opx.0000182489.44412.9c","title":"IN THE NEWS","year":2005,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002005485,0.0000377316,0.00007205703,0.0002738645,0.0001901645,0.00002638555,0.0001397131,0.00003381089,0.0001366491],"category_scores_gemma":[0.0002172009,0.00002066798,0.00001018754,0.001484096,0.0003885553,0.000237422,0.00005077203,0.0001972647,0.00008568219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720631,"about_ca_system_score_gemma":0.00007087046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009809339,"about_ca_topic_score_gemma":5.799566e-7,"domain_scores_codex":[0.9991263,0.0000388976,0.0000959358,0.0001762074,0.0003431634,0.0002195061],"domain_scores_gemma":[0.9995447,0.0001461649,0.00001281033,0.0001580265,0.00003604727,0.0001022748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273188,0.0006034242,0.7418156,0.0001201582,0.00000175959,0.00009838441,0.001418708,0.000001245356,0.007779316,0.00265933,0.002841374,0.2423334],"study_design_scores_gemma":[0.0004892374,0.0004922546,0.9781541,0.00003267295,0.000001424331,0.000331177,0.0003270021,0.0009113702,0.0008749926,0.0000680985,0.01827846,0.00003923734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750558,0.0002355201,0.00001545596,0.01382797,0.00004588829,0.0001171853,2.291061e-7,0.000003856314,0.01069806],"genre_scores_gemma":[0.9957535,0.00007820138,0.000436214,0.002951694,0.00008105948,0.000003157266,1.733861e-7,0.000001284071,0.0006946682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2422942,"threshold_uncertainty_score":0.1496212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067734457397146,"score_gpt":0.6342350893714942,"score_spread":0.5274616436317796,"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."}}