{"id":"W4391024360","doi":"10.15353/cjo.v68i3.4604","title":"Clinical Diagnosis","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Sign (mathematics); Psychology; Population; Order (exchange); Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003460469,0.001717237,0.0009824614,0.002091751,0.002445104,0.0008724071,0.001635036,0.002264641,0.02405905],"category_scores_gemma":[0.003224726,0.0003199696,0.0003209267,0.002028951,0.001094751,0.001674371,0.001585336,0.001496161,0.007204179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079735,"about_ca_system_score_gemma":0.001769598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007713992,"about_ca_topic_score_gemma":0.009328683,"domain_scores_codex":[0.9995171,0.0000371936,0.00003300448,0.0001001013,0.0001437483,0.0001689152],"domain_scores_gemma":[0.9990869,0.0001396817,0.000112765,0.00003768505,0.0002362148,0.0003867652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003776225,0.0002465436,0.09589504,0.0004900893,0.00003180942,0.7253652,0.001134787,0.0003939567,0.003081689,0.00558153,0.1093114,0.05809028],"study_design_scores_gemma":[0.00004759163,0.00008647204,0.02378136,0.0008303813,0.00001902809,0.9389156,0.001099279,0.0003423749,0.0002400776,0.00401417,0.03059145,0.0000321554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3913146,0.04881679,0.01036386,0.04250286,0.003502309,0.0009584533,0.007004251,0.0008608037,0.494676],"genre_scores_gemma":[0.9368375,0.01675603,0.004307896,0.008079625,0.001561561,0.000187712,0.006203501,0.0001021803,0.025964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02405905,"threshold_uncertainty_score":0.08048558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696845321107607,"score_gpt":0.3984067632514178,"score_spread":0.3614383100403418,"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."}}