{"id":"W4318710538","doi":"10.2196/43814","title":"Evaluating the Effectiveness of Interventions to Improve the Follow-up Rate for Children With Visual Disabilities in an Eye Hospital in Nepal: Nonrandomized Study","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seva Foundation","keywords":"Medicine; Psychological intervention; Phone; Intervention (counseling); Family medicine; Physical therapy; Pediatrics; Nursing","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":[0.009195118,0.0007736724,0.001305982,0.0009567432,0.0009390957,0.0005981794,0.001170109,0.001364748,0.002948683],"category_scores_gemma":[0.01498264,0.000625361,0.001592945,0.0005909777,0.001164513,0.0008224126,0.0008343991,0.001089236,0.0002997686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576806,"about_ca_system_score_gemma":0.004303994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086624,"about_ca_topic_score_gemma":0.005077435,"domain_scores_codex":[0.9877884,0.008942077,0.001009227,0.0006387747,0.0009528314,0.000668632],"domain_scores_gemma":[0.9912459,0.004512278,0.001879522,0.0008493687,0.0005876604,0.0009252587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3369242,0.4325649,0.06830931,0.003434145,0.001940627,0.000233469,0.002458254,0.001237585,0.003104259,0.0003517722,0.0009175087,0.1485239],"study_design_scores_gemma":[0.2000213,0.7082322,0.0876506,0.0002220008,0.0004870577,0.00004423051,0.0004777877,0.0007327161,0.001099222,0.00009310831,0.0009017291,0.0000379645],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862758,0.0002462929,0.0002687016,0.0000759782,0.00004719389,0.01250255,0.0001616888,0.00001672544,0.0004050298],"genre_scores_gemma":[0.9812182,0.0003645142,0.002558208,0.0001588701,0.00007204615,0.01523705,0.0001382091,0.000004312652,0.0002485295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009195118,"threshold_uncertainty_score":0.04862905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255034376479064,"score_gpt":0.4453580027321693,"score_spread":0.3928076589673787,"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."}}