{"id":"W4415068740","doi":"10.2139/ssrn.5576438","title":"Development and validation of the Personal Recovery Scale (ReConnect) for Mental Health in Ethiopia","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Cognitive interview; Face validity; Construct validity; Context (archaeology); Interview; Reliability (semiconductor); Content validity; Scale (ratio); Exploratory factor analysis","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":[0.006789929,0.0005287321,0.0005657163,0.001256156,0.0009200142,0.001465358,0.0009053059,0.0004797406,0.00165329],"category_scores_gemma":[0.007777537,0.000436701,0.0007724587,0.0008597976,0.0005250513,0.0008611246,0.001678819,0.001290068,0.0004055375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431258,"about_ca_system_score_gemma":0.004375067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009604126,"about_ca_topic_score_gemma":0.01543392,"domain_scores_codex":[0.9983985,0.0006700651,0.0002131007,0.000157118,0.0003400891,0.0002212398],"domain_scores_gemma":[0.9976596,0.0006780435,0.0004187724,0.000160635,0.000826541,0.0002564119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003997662,0.002367647,0.83665,0.0003744028,0.0001810553,0.0003896652,0.01292094,0.000550151,0.002996814,0.001548169,0.004301198,0.1373201],"study_design_scores_gemma":[0.0001554009,0.0009713712,0.9629591,0.000718617,0.000130544,0.0004195948,0.0205685,0.001221695,0.002072662,0.0007105677,0.01001201,0.00006004238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935951,0.0002732963,0.001556746,0.0003094113,0.00007983424,0.001325607,0.0007831748,0.00001284498,0.002064042],"genre_scores_gemma":[0.984496,0.0005253997,0.009316545,0.0002288113,0.0000235948,0.002188725,0.001444728,0.00001842085,0.001757738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009604126,"threshold_uncertainty_score":0.035909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440270844629997,"score_gpt":0.3364424055086743,"score_spread":0.3120396970623743,"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."}}