{"id":"W4225007678","doi":"10.1016/j.jcjo.2022.03.002","title":"Quality of life associated with no light perception vision","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Medicine; Cohort; Quality of life (healthcare); Artificial intelligence; Perception; Pathology; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413074,0.0003281488,0.0004742779,0.001776888,0.000520095,0.001313132,0.000522414,0.0005686155,0.003145644],"category_scores_gemma":[0.006894154,0.0001853441,0.001921307,0.001838772,0.0005440678,0.0009466156,0.001019533,0.001070139,0.0001734843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140523,"about_ca_system_score_gemma":0.0005746254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02215836,"about_ca_topic_score_gemma":0.02002514,"domain_scores_codex":[0.9987414,0.0004356261,0.0001980748,0.0001444762,0.0001936626,0.0002866264],"domain_scores_gemma":[0.9931264,0.001567536,0.002896835,0.0002363352,0.00072705,0.001445789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005014389,0.0001850165,0.9959745,0.00005472081,0.0004801926,0.00006175169,0.0001579237,0.0001131983,0.00005656217,0.0001082984,0.000182063,0.002124409],"study_design_scores_gemma":[0.00001264753,0.0002072832,0.9989294,0.00001587799,0.00007968982,0.00005718938,0.0003390584,0.00008751289,0.00001523751,0.00005802492,0.0001910203,0.000007078266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955891,0.001201176,0.00003741571,0.0001686422,0.00002452374,0.00001062249,0.001210867,0.000002211004,0.001755361],"genre_scores_gemma":[0.9990624,0.000135518,0.0000213868,0.00003152181,0.00001181914,0.000004411379,0.0005607473,8.038438e-7,0.0001714533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02215836,"threshold_uncertainty_score":0.04405874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740696778846313,"score_gpt":0.3555720090324626,"score_spread":0.3081650412439995,"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."}}