{"id":"W3195723147","doi":"","title":"The Impact of Inherited Retinal Diseases on Canadian Patients: A Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Foundation Fighting Blindness; University of Toronto","funders":"","keywords":"Retinal; Ophthalmology; Optometry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001235467,0.00007152082,0.000145269,0.00004857338,0.0001047806,0.00001359171,0.0000437373,0.00001821405,0.0007988006],"category_scores_gemma":[0.000699902,0.00003773074,0.0001120312,0.000240689,0.00003954841,0.00001398271,0.00001707816,0.00007842795,0.000008507433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985534,"about_ca_system_score_gemma":0.0004220915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03054818,"about_ca_topic_score_gemma":0.02062309,"domain_scores_codex":[0.999281,0.0001710373,0.0001589435,0.0001132684,0.0001316139,0.0001441182],"domain_scores_gemma":[0.999014,0.0002327237,0.00003145406,0.000241715,0.0002518572,0.0002282093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000340399,0.002060549,0.9342893,0.00001648162,0.0004269615,0.0001410306,0.0005139138,0.00000461829,0.000445489,0.0005846879,0.01489638,0.04628015],"study_design_scores_gemma":[0.0006533501,0.001244734,0.9952067,0.00002506052,0.00009338046,0.000004891025,0.001669618,0.00005293208,0.0001346428,0.000103115,0.0007680089,0.00004362273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890657,0.00005195276,0.00001822385,0.0007596995,0.00005652169,0.0002560236,0.00004221126,0.00001041462,0.009739254],"genre_scores_gemma":[0.9977137,0.000006275943,0.0004848924,0.0001327118,0.00002505885,0.00001566411,0.00004930164,0.000006211036,0.001566218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06091731,"threshold_uncertainty_score":0.997248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186901234474,"score_gpt":0.3820058638863863,"score_spread":0.3633157404389863,"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."}}