{"id":"W2952855268","doi":"10.21083/ajote.v8i0.4376","title":"Prevalence of Psychoactive Substance Use Among Undergraduate Students at Chirunga College, Malawi.","year":2019,"lang":"en","type":"article","venue":"African Journal of Teacher Education","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychoactive substance; Medical education; Psychology; Qualitative property; Substance use; Qualitative research; Institution; Clinical psychology; Medicine; Psychiatry; Sociology; Social science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004329536,0.0001399146,0.0002440839,0.0002066218,0.00004236012,0.00002409889,0.0004161617,0.00006110622,0.0005992505],"category_scores_gemma":[0.00004313689,0.000133004,0.0001571912,0.0002820246,0.00009773144,0.0005699634,0.00003176203,0.0002533869,0.000140826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004497534,"about_ca_system_score_gemma":0.0001200693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007308656,"about_ca_topic_score_gemma":0.00003444693,"domain_scores_codex":[0.998162,0.0002504424,0.0007350799,0.0002090078,0.0004169884,0.000226467],"domain_scores_gemma":[0.9978933,0.000110061,0.00123193,0.0003375756,0.0002622778,0.0001648514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003053951,0.003063855,0.9821789,0.00009370956,0.0001374649,0.000002149395,0.002120093,0.000002709349,0.0001094558,0.002580613,0.007804905,0.0016008],"study_design_scores_gemma":[0.0006464089,0.0006894179,0.9932479,0.0004388588,0.00006542913,0.00004874332,0.002715596,0.000001088316,0.0002450064,0.001050291,0.0007383922,0.0001129287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824504,0.0003698072,0.00002078351,0.0006673993,0.002830546,0.0004137827,0.0000337503,0.000008481377,0.01320508],"genre_scores_gemma":[0.9275931,0.0000128313,0.0002271028,0.00005092104,0.00007463517,0.00002049569,0.000002699618,0.00002286509,0.07199536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05879028,"threshold_uncertainty_score":0.6561373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517156332185969,"score_gpt":0.3860203109436362,"score_spread":0.3508487476217765,"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."}}