{"id":"W2083667834","doi":"10.1007/s11469-011-9360-3","title":"Hope-Focused Interventions in Substance Abuse Counselling","year":2011,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Health psychology; Psychological intervention; Substance abuse; Psychotherapist; Psychology; Rehabilitation; Substance use; Public health; Medicine; Psychiatry; Nursing","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":[0.001161669,0.0001990778,0.0003102128,0.0003209264,0.0007647838,0.0004889976,0.00041876,0.0003958168,0.005521695],"category_scores_gemma":[0.00284277,0.0001253888,0.0003836029,0.0001914669,0.0003569613,0.0004908134,0.001334771,0.00140569,0.000159209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540235,"about_ca_system_score_gemma":0.00131676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008226321,"about_ca_topic_score_gemma":0.003801569,"domain_scores_codex":[0.9995907,0.000248802,0.00001321813,0.00001884877,0.00006028149,0.00006811917],"domain_scores_gemma":[0.9988762,0.0006054553,0.00006682756,0.00002691147,0.00003009363,0.0003944953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003626644,0.02638803,0.01017185,0.001035315,0.0002717569,0.0003941035,0.006981239,0.001561999,0.00122846,0.007918494,0.0106898,0.9297324],"study_design_scores_gemma":[0.03638525,0.04396667,0.5855922,0.006641684,0.002361604,0.004012676,0.04614929,0.03015392,0.007835951,0.1396065,0.09681797,0.0004762399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590062,0.00416439,0.00367911,0.007011382,0.0004779986,0.0005968923,0.00006848259,0.0001249137,0.0248706],"genre_scores_gemma":[0.994097,0.001298695,0.002666668,0.0003427677,0.00005103963,0.0002576323,0.00002450941,0.000005095547,0.001256625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005521695,"threshold_uncertainty_score":0.0184719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636059638857834,"score_gpt":0.3475174184597691,"score_spread":0.3011568220711908,"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."}}