{"id":"W191301686","doi":"10.1097/ijg.0b013e31824d512a","title":"Nd","year":2013,"lang":"fr","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Credit Valley Hospital","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Allergan; Purdue University","keywords":"Medicine; Glaucoma; Intraocular pressure; Glaucoma surgery; Complication; Surgery; Ophthalmology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003902962,0.0002229184,0.0005602942,0.0002081207,0.00006864945,0.00006109195,0.0002388907,0.000219613,0.008073374],"category_scores_gemma":[0.000256974,0.000169497,0.0004336424,0.0002418563,0.000225696,0.0003678018,0.0000405647,0.0007206443,0.002582618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279019,"about_ca_system_score_gemma":0.0002612013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782077,"about_ca_topic_score_gemma":0.000006171146,"domain_scores_codex":[0.9978668,0.0001269067,0.0008327764,0.000123664,0.0005199073,0.0005299126],"domain_scores_gemma":[0.9980464,0.0001443359,0.0005000903,0.0002179367,0.0005400425,0.0005511926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191068,0.0005315733,0.650087,0.0002764338,0.0002996512,0.0008089573,0.0003585872,6.307843e-8,0.004358058,0.001235876,0.2837272,0.05819747],"study_design_scores_gemma":[0.001641923,0.001284107,0.7618693,0.0009883256,0.0003320665,0.003964287,0.0009550732,0.000152724,0.0003949335,0.001729493,0.2265392,0.0001485916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694212,0.07711256,0.0001904499,0.03059046,0.005945961,0.0002049742,0.00000186662,0.000008079201,0.01652443],"genre_scores_gemma":[0.9472388,0.002584796,0.001985573,0.001563369,0.003577746,0.000002394431,0.000001506125,0.00004630943,0.04299949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117822,"threshold_uncertainty_score":0.998194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008561444006177383,"score_gpt":0.2479983073146056,"score_spread":0.2394368633084282,"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."}}