{"id":"W2153320057","doi":"","title":"Postsecondary Students’ Information Needs and Pathways for Help with Stress, Anxiety, and Depression","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Mental health; Psychology; Population; Medical education; Service (business); Service provider; Depression (economics); Medicine; Family medicine; Nursing; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001077979,0.0001186781,0.0001775383,0.001536963,0.002039341,0.001603024,0.00051682,0.0005226476,0.02408127],"category_scores_gemma":[0.009424166,0.0002239419,0.000275793,0.001877897,0.0003106994,0.001579704,0.00125298,0.0007266523,0.002290493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368464,"about_ca_system_score_gemma":0.004663066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07764764,"about_ca_topic_score_gemma":0.1874905,"domain_scores_codex":[0.9991973,0.0001104476,0.00009289165,0.00004752357,0.0002437456,0.0003081277],"domain_scores_gemma":[0.9928074,0.001510747,0.001376323,0.0001789708,0.001126728,0.002999893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001304274,0.0006154731,0.7796042,0.0002089026,0.00002189925,0.0002643159,0.01156947,0.0000761976,0.0004844253,0.0004000273,0.04068475,0.16594],"study_design_scores_gemma":[0.00001944427,0.0001416734,0.9452269,0.0001445931,0.0000198426,0.0001780075,0.02356839,0.0001882678,0.000239254,0.000298317,0.02994987,0.00002555106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650732,0.0005592639,0.00009221639,0.008591009,0.00004791351,0.00009736788,0.004223942,0.00006985377,0.02124523],"genre_scores_gemma":[0.981244,0.001377532,0.0008869412,0.001496545,0.0000473225,0.00008500586,0.003395139,0.00002490085,0.01144261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9223524,"threshold_uncertainty_score":0.1543913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131915301755462,"score_gpt":0.2843780194958592,"score_spread":0.271186489320313,"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."}}