{"id":"W4388232562","doi":"10.1080/09515070.2023.2276219","title":"Drivers of dropout and enhancers of engagement for male military veterans in therapy: practitioner perspectives","year":2023,"lang":"en","type":"article","venue":"Counselling Psychology Quarterly","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Alliance; Psychology; Qualitative research; Dropout (neural networks); Medicine; Psychiatry; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0217234,0.0002974158,0.000697131,0.001677311,0.007483757,0.006436734,0.001741615,0.001531222,0.002885862],"category_scores_gemma":[0.03373139,0.0005645684,0.0005420651,0.001670741,0.005591231,0.005339205,0.007387711,0.003753878,0.0001993984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006518616,"about_ca_system_score_gemma":0.01080392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284029,"about_ca_topic_score_gemma":0.02734362,"domain_scores_codex":[0.9803085,0.01435495,0.0006476956,0.0005807412,0.002027602,0.002080589],"domain_scores_gemma":[0.9776065,0.01513465,0.002499676,0.0004959751,0.001701635,0.002561556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003981876,0.0000647305,0.04372958,0.0002699935,0.00002180717,0.0006630062,0.9315311,0.00005695045,0.0002843184,0.004208824,0.001409472,0.01772051],"study_design_scores_gemma":[0.000004157429,0.00005594429,0.00851863,0.0003740671,0.00001133706,0.0003426214,0.9836038,0.0001151681,0.00007349364,0.0007481463,0.006139259,0.00001334536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651438,0.002400593,0.001409365,0.02468296,0.0001052605,0.00008116124,0.00006418178,0.00002129881,0.006091452],"genre_scores_gemma":[0.9964323,0.001266849,0.0004885914,0.0009813731,0.00002736582,0.00004639455,0.00002359455,0.000009563545,0.000723956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217234,"threshold_uncertainty_score":0.1148857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09522169502157973,"score_gpt":0.4330926888210333,"score_spread":0.3378709937994536,"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."}}