{"id":"W2605662819","doi":"10.1017/cjn.2015.82","title":"CACN Platform Presentations","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); Calgary Laboratory Services","funders":"","keywords":"Medicine; Neurology; Randomized controlled trial; Neurological examination; Fundus (uterus); Likert scale; Physical therapy; Ophthalmology; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["sts"],"category_scores_codex":[0.005900276,0.0002322537,0.000478966,0.001136247,0.002204791,0.0003286704,0.001165889,0.0002271898,0.0002550041],"category_scores_gemma":[0.004498518,0.0001492182,0.0001886541,0.001469615,0.007034305,0.0009063226,0.00005904805,0.001641211,0.00001707006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002551204,"about_ca_system_score_gemma":0.01199634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862118,"about_ca_topic_score_gemma":0.01794685,"domain_scores_codex":[0.9957206,0.0006497062,0.0007927396,0.0003844553,0.001020051,0.001432424],"domain_scores_gemma":[0.9931232,0.0005488973,0.0004435902,0.0001365704,0.0009337969,0.004814001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002264223,0.00005094236,0.9799521,0.00001003123,0.00001261823,0.01219334,0.0004070517,0.0004558576,0.000008553197,0.001265734,0.003639875,0.001777465],"study_design_scores_gemma":[0.001211123,0.2182775,0.4993801,0.00005871606,0.0000671606,0.2356935,0.001128753,0.001583824,0.0001083137,0.03041692,0.01173402,0.0003399963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745502,0.001182387,0.00001633356,0.009655285,0.000933614,0.0001924952,0.000005615813,0.00001443325,0.01344964],"genre_scores_gemma":[0.9945143,0.000146721,0.001485615,0.003265244,0.0004107289,0.000002564751,4.278335e-7,0.000009172895,0.0001652545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.480572,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2821060089496978,"score_gpt":0.465664792336034,"score_spread":0.1835587833863361,"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."}}