{"id":"W3091817092","doi":"10.5539/gjhs.v12n12p9","title":"Assessment of Students Support Services Centre Approach to Screening, Brief Intervention and Referral to Treatment of Substance Abuse Management in a Private Institution of Higher Learning","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motivational interviewing; Thematic analysis; Substance abuse; Brief intervention; Medicine; Referral; Public health; Population; Specialty; Mental health; Psychiatry; Psychological intervention; Intervention (counseling); Qualitative research; Family medicine; Psychology; Clinical psychology; Nursing; Environmental health","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":[0.005922431,0.0003325529,0.0003087399,0.0009209141,0.001803515,0.00155518,0.001105033,0.0007313643,0.003863662],"category_scores_gemma":[0.01315485,0.0003178659,0.0006283734,0.0006147654,0.0006040591,0.0007966206,0.002766412,0.001317235,0.0004929192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027651,"about_ca_system_score_gemma":0.009540046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005356402,"about_ca_topic_score_gemma":0.01850295,"domain_scores_codex":[0.9943552,0.003212921,0.0003926836,0.0001416556,0.0009838353,0.0009136369],"domain_scores_gemma":[0.9916697,0.001227593,0.001228523,0.0001671183,0.002101707,0.003605495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000764349,0.007960584,0.4343297,0.002020756,0.0001231068,0.003208005,0.1253252,0.001294456,0.006944169,0.00108689,0.01429742,0.4026454],"study_design_scores_gemma":[0.0002396747,0.01063326,0.7351382,0.001016427,0.00009492803,0.001462182,0.2087848,0.002134369,0.003753592,0.0005579027,0.03604043,0.000144277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873044,0.0001746485,0.001030023,0.0021114,0.0000683336,0.002203933,0.0002041226,0.00004841804,0.006854759],"genre_scores_gemma":[0.9874346,0.0005565027,0.007529883,0.0003479387,0.00002595129,0.001299057,0.0001370284,0.000007209973,0.002661976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005922431,"threshold_uncertainty_score":0.03132123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026132795139621,"score_gpt":0.4069169174282055,"score_spread":0.3566555894768093,"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."}}