{"id":"W4224302188","doi":"","title":"Diagnostic Ophthalmology.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ophthalmology; Medicine; Optometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002447874,0.0008471293,0.000657232,0.004133026,0.001128706,0.001804232,0.0006501463,0.001244141,0.6093707],"category_scores_gemma":[0.002174306,0.0003924501,0.0004454161,0.001874265,0.0004714338,0.001236089,0.0011878,0.001721096,0.4432766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392406,"about_ca_system_score_gemma":0.0008692655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002961611,"about_ca_topic_score_gemma":0.006971509,"domain_scores_codex":[0.9996819,0.00003345201,0.00003105423,0.00006962118,0.0001219843,0.00006180189],"domain_scores_gemma":[0.9989609,0.0001743309,0.00007279504,0.0001127308,0.0004092521,0.0002700401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009774879,0.00005798901,0.001300253,0.0002426302,0.00001097194,0.001516484,0.00003828408,0.00003542604,0.0009477652,0.001748528,0.8158577,0.1781462],"study_design_scores_gemma":[0.00005765952,0.00003416627,0.005280478,0.0006433108,0.00001139328,0.005469511,0.00007810123,0.0001422198,0.0005851641,0.0025732,0.9851066,0.00001818692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001233428,0.005470756,0.0004567228,0.003248291,0.0016716,0.00009873065,0.003643614,0.0009490281,0.9832278],"genre_scores_gemma":[0.02475333,0.01069075,0.002219838,0.004153398,0.002582723,0.00009019869,0.006008509,0.0006114693,0.9488899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6093707,"threshold_uncertainty_score":0.5571853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05023860052769476,"score_gpt":0.2495486875465431,"score_spread":0.1993100870188483,"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."}}