{"id":"W4389249364","doi":"10.7870/cjcmh-2023-023","title":"University Student Perspectives Negotiating Positive and Negative Mental Health on Campus","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Mental health; Recreation; Negotiation; Psychology; Medical education; Stigma (botany); Help-seeking; Applied psychology; Social psychology; Medicine; Psychiatry; Sociology","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":[0.004977806,0.0005264221,0.0006135768,0.001344132,0.01454044,0.01268288,0.001320318,0.002321407,0.005078189],"category_scores_gemma":[0.008478277,0.000456197,0.0005230164,0.0008982209,0.009499095,0.002764166,0.009915046,0.006069425,0.0006265079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005067549,"about_ca_system_score_gemma":0.006750777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123091,"about_ca_topic_score_gemma":0.04630553,"domain_scores_codex":[0.9924555,0.003782169,0.0001688304,0.0002338989,0.001040369,0.002319191],"domain_scores_gemma":[0.9896317,0.001791444,0.0008695906,0.0002332421,0.001231061,0.006243022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001148745,0.0004217196,0.0464378,0.00008293411,0.00002586444,0.001309177,0.9253109,0.0001058935,0.001559627,0.004825432,0.00352558,0.01628028],"study_design_scores_gemma":[0.000004645755,0.0001167638,0.005749518,0.00005230703,0.000007835441,0.0002694916,0.983479,0.00006908092,0.0002698928,0.000238803,0.009714191,0.00002841864],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984188,0.0003213101,0.0002691645,0.003949098,0.0001380625,0.00002004581,0.00002747217,0.00001508693,0.01107173],"genre_scores_gemma":[0.9961505,0.0002996094,0.0001282169,0.0007602,0.00003836998,0.000009633271,0.00001362399,0.000008276743,0.002591603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02123091,"threshold_uncertainty_score":0.04221463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321166215350505,"score_gpt":0.386918713253065,"score_spread":0.34370705109956,"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."}}