{"id":"W3114249634","doi":"","title":"The Psychosocial Impact of Glaucoma: Preliminary Results on Depression","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychosocial; Glaucoma; Depression (economics); Optometry; Ophthalmology; Medicine; Psychology; Psychiatry; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009682946,0.000329553,0.0004073626,0.0004739295,0.0007850818,0.0006121857,0.0003765239,0.0004291796,0.002464389],"category_scores_gemma":[0.002666067,0.0001717793,0.0008226019,0.0007422921,0.0003822591,0.000393168,0.0005941831,0.0007881146,0.0002289671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050854,"about_ca_system_score_gemma":0.000432161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008542336,"about_ca_topic_score_gemma":0.01724738,"domain_scores_codex":[0.9994598,0.0002823183,0.00002939294,0.00004487752,0.0001010624,0.00008254901],"domain_scores_gemma":[0.9985582,0.0005747598,0.0002840707,0.00006274242,0.0001489271,0.0003713718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002203959,0.003998172,0.9687213,0.0001957188,0.0004597179,0.0002587603,0.001350047,0.0001125544,0.001081117,0.00008959829,0.0003031953,0.02122572],"study_design_scores_gemma":[0.00005215094,0.0009194989,0.9980982,0.00001133634,0.0001161633,0.00003601066,0.0004739031,0.00003746039,0.00005754828,0.00003111439,0.0001627571,0.000003855421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971243,0.0005310433,0.00002900535,0.0001128421,0.00001175295,0.00007991512,0.000247492,7.896676e-7,0.001862926],"genre_scores_gemma":[0.9984012,0.000665935,0.0001022105,0.00008839962,0.00002434941,0.0000620495,0.0001940772,0.000001014631,0.0004607631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008542336,"threshold_uncertainty_score":0.01698524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386137027266643,"score_gpt":0.3619485256395695,"score_spread":0.3380871553669031,"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."}}