{"id":"W4417178769","doi":"10.5463/thesis.1484","title":"Scaling up health innovations","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Mental health; Refugee; Psychological intervention; Conceptual framework; Workforce; Global mental health; Conceptual model; The Conceptual Framework","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":[0.02115777,0.001164272,0.0005510614,0.002489943,0.002743251,0.008523162,0.002418057,0.003656972,0.02574223],"category_scores_gemma":[0.02986512,0.0003907596,0.001474534,0.001731695,0.006329758,0.007912179,0.01190548,0.004320433,0.004251814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006843742,"about_ca_system_score_gemma":0.01371231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002420429,"about_ca_topic_score_gemma":0.001780479,"domain_scores_codex":[0.9826439,0.009473558,0.000877354,0.001745755,0.003592859,0.001666608],"domain_scores_gemma":[0.9821079,0.0087317,0.0009182952,0.003596907,0.00329199,0.001353183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009219373,0.0006821602,0.005714539,0.002776574,0.0001490291,0.0007772407,0.01758902,0.004193821,0.003141615,0.3681815,0.04812267,0.5485796],"study_design_scores_gemma":[0.0001222916,0.001005003,0.004901069,0.003310297,0.0001342437,0.000483394,0.01973823,0.004096762,0.002814547,0.2024831,0.760832,0.00007920949],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0724735,0.009609094,0.1622285,0.1297032,0.005132729,0.005920296,0.0008934048,0.002248071,0.6117913],"genre_scores_gemma":[0.7440768,0.01196752,0.1632619,0.01802064,0.001701067,0.003473493,0.0008365828,0.0003738583,0.05628803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02574223,"threshold_uncertainty_score":0.1118943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745727358778795,"score_gpt":0.4304232705701878,"score_spread":0.3829659969823999,"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."}}