{"id":"W4396707188","doi":"10.1080/07347324.2024.2347241","title":"“Recovery is Complicated”: A Qualitative Exploration of Canadian University Students’ Diverse Recovery Experiences","year":2024,"lang":"en","type":"article","venue":"Alcoholism Treatment Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Government of Alberta; University of Calgary","keywords":"Thematic analysis; Qualitative research; Addiction; Reflexivity; Stigma (botany); Substance use; Psychology; Public relations; Medical education; Pedagogy; Sociology; Political science; Medicine; Clinical psychology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.01751839,0.001191285,0.001619602,0.00406403,0.03881678,0.00932904,0.005475991,0.003486765,0.004086538],"category_scores_gemma":[0.02085058,0.00101048,0.0009440375,0.006301653,0.02276958,0.004057202,0.01335831,0.006878463,0.000397197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05319352,"about_ca_system_score_gemma":0.07540529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6793335,"about_ca_topic_score_gemma":0.8178408,"domain_scores_codex":[0.9814564,0.009858906,0.0004877253,0.0008883532,0.00194848,0.005360103],"domain_scores_gemma":[0.9835735,0.008984053,0.001004211,0.000449622,0.002347505,0.003641109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002052039,0.00001922071,0.0007341807,0.00005535055,0.000002101173,0.0003966444,0.9952617,0.00002840006,0.0002046429,0.0007455888,0.0004964672,0.00203511],"study_design_scores_gemma":[0.000001900294,0.00001038128,0.0005957132,0.00006902049,0.000001723142,0.00007604261,0.994817,0.00002879739,0.00006299646,0.0001044478,0.00421973,0.00001228606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746773,0.001292807,0.002380796,0.007540648,0.0001869734,0.0006861988,0.0004009323,0.00005078751,0.01278369],"genre_scores_gemma":[0.9904025,0.001115362,0.001289132,0.001676185,0.00002756253,0.0005120019,0.0001321024,0.00005478589,0.004790428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3206665,"threshold_uncertainty_score":0.6451099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3332979086413227,"score_gpt":0.4567682492788052,"score_spread":0.1234703406374825,"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."}}