{"id":"W1045260438","doi":"","title":"Burden and Depression among Family Members Providing Care to Blind Patients in India","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Depression (economics); Medicine; Psychiatry; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006944042,0.0001675288,0.0002010819,0.0003750036,0.0007624021,0.00006692302,0.0005142974,0.0001472801,0.00004048779],"category_scores_gemma":[0.001064219,0.0001557443,0.00002366386,0.001542307,0.003689238,0.0007530358,0.0002858943,0.0002207732,0.00001650286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763022,"about_ca_system_score_gemma":0.0004222526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419779,"about_ca_topic_score_gemma":0.0007621665,"domain_scores_codex":[0.9976564,0.0003104329,0.0002301489,0.0006630812,0.0005028835,0.0006370269],"domain_scores_gemma":[0.9989087,0.0001191054,0.000108603,0.0001371796,0.0002358348,0.0004905632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002016692,0.00002435258,0.8049712,0.000004575915,0.000002507404,0.00003816054,0.180918,0.000001570589,0.01271808,0.00004393344,0.000007850916,0.001249601],"study_design_scores_gemma":[0.0003328747,0.000284681,0.9473587,0.0001604551,0.000005947129,0.000001717971,0.02097572,0.00001086879,0.02971982,0.0009140008,0.00002053063,0.0002146959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815403,0.00009277041,2.954477e-7,0.00003458271,0.0002370365,0.0006035733,0.000001952053,0.00002930153,0.01746019],"genre_scores_gemma":[0.9991438,0.00001279532,0.0005338799,0.0001308875,0.00006524011,0.00005471971,0.000001342865,0.000009819017,0.00004748886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599423,"threshold_uncertainty_score":0.9990221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442146026570151,"score_gpt":0.3495092532459734,"score_spread":0.2950877929802719,"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."}}