{"id":"W2513659549","doi":"","title":"Effect of Career Counselling on Mental Health: Using A Clinical Change Method","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Clinical psychology; Counseling psychology; Psychiatry","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":[0.01141082,0.0008070566,0.001060311,0.002404932,0.001862804,0.001326317,0.001528498,0.001926254,0.006970014],"category_scores_gemma":[0.03508863,0.0005719905,0.0009379176,0.001544875,0.00099717,0.001024226,0.002458425,0.00175465,0.0006299005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463296,"about_ca_system_score_gemma":0.002724948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204844,"about_ca_topic_score_gemma":0.004128771,"domain_scores_codex":[0.9838105,0.01207659,0.0005404152,0.00108685,0.002084933,0.0004006884],"domain_scores_gemma":[0.9716808,0.02135133,0.001688116,0.001720735,0.001607671,0.00195126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01264288,0.1001887,0.01605757,0.001431355,0.0002477301,0.0002604485,0.01141115,0.001632317,0.006148768,0.001575327,0.002097615,0.846306],"study_design_scores_gemma":[0.07295804,0.3071716,0.4923865,0.001866403,0.002136961,0.001682211,0.01619621,0.02955517,0.02365503,0.008633602,0.04279897,0.0009592833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468032,0.0008591779,0.01347647,0.002073891,0.000517464,0.02003562,0.0002166526,0.0002136203,0.01580382],"genre_scores_gemma":[0.8981516,0.000998902,0.0674231,0.001279835,0.000395357,0.02643667,0.0001708361,0.00003709177,0.005106575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141082,"threshold_uncertainty_score":0.0603469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385060554706896,"score_gpt":0.4226639629156582,"score_spread":0.2841579074449685,"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."}}