{"id":"W1181233735","doi":"","title":"Polysomnographic Findings In Stable And Progressive Glaucoma","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Glaucoma; Ophthalmology; Medicine; Optometry; Psychology; Audiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007658085,0.000217454,0.0003989643,0.0004825511,0.0003038023,0.00004410549,0.0001894312,0.0001062649,0.00002670069],"category_scores_gemma":[0.0006373138,0.0001844441,0.00003765581,0.001483808,0.01066714,0.0003278448,0.0002340635,0.0003208252,0.00001213224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009701619,"about_ca_system_score_gemma":0.0002289217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004327775,"about_ca_topic_score_gemma":0.00001531369,"domain_scores_codex":[0.997885,0.00009314143,0.0003097681,0.0006599869,0.0004331155,0.0006189571],"domain_scores_gemma":[0.9992082,0.0001342792,0.0001113703,0.0001753907,0.0001680559,0.0002027125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002667167,0.000103207,0.7286454,0.00002601178,0.000006053312,0.0005589065,0.0006995822,1.591911e-7,0.2695627,0.0003037521,0.00003044528,0.00003715963],"study_design_scores_gemma":[0.0005177191,0.0005463238,0.8582616,0.0001424402,0.00001530452,0.0009930037,0.0004933079,0.00007228996,0.1316769,0.007116992,0.00001122865,0.0001529314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942926,0.001011899,2.502247e-7,0.001254452,0.00008235627,0.0004896525,0.000002699066,0.00004214382,0.002823933],"genre_scores_gemma":[0.9976542,0.000005807328,0.001911395,0.0001558936,0.00004640776,0.00004925201,0.000002756158,0.00001099234,0.0001632698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378858,"threshold_uncertainty_score":0.9920253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366931583432646,"score_gpt":0.3250503156032248,"score_spread":0.3013809997688984,"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."}}