{"id":"W4321360019","doi":"10.34172/ahj.2022.1377","title":"\"Waterpipe Is Like a Wife\": Qualitative Assessment of Perspectives on Waterpipe Smoking Dependence","year":2022,"lang":"en","type":"article","venue":"Addiction and Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Drug Abuse; U.S. Food and Drug Administration; Center for Tobacco Products; National Institutes of Health","keywords":"Boredom; Focus group; Clinical psychology; Smoking cessation; Nicotine dependence; Psychology; Qualitative research; Social connectedness; Perception; Medicine; Nicotine; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01034684,0.000444093,0.0005664395,0.001370718,0.005122038,0.002146616,0.001037942,0.0009951063,0.002679547],"category_scores_gemma":[0.01093875,0.0004888647,0.0004167673,0.001145307,0.005150401,0.002323847,0.004351731,0.001481379,0.0001928682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606369,"about_ca_system_score_gemma":0.003859393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009073754,"about_ca_topic_score_gemma":0.01533919,"domain_scores_codex":[0.9946942,0.003934033,0.0001756876,0.0002041053,0.0003730602,0.0006189666],"domain_scores_gemma":[0.98882,0.008567207,0.0008356845,0.0001548503,0.0007010462,0.0009212956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001819063,0.00002085304,0.003858612,0.000108671,0.000002586709,0.0003409614,0.9921807,0.00001703846,0.0009398732,0.0002247123,0.0001443631,0.002143462],"study_design_scores_gemma":[0.000002645396,0.00004008761,0.003511032,0.00009681944,0.000003005679,0.0001411653,0.9942372,0.00004759963,0.0001987459,0.0001044779,0.001609786,0.000007343398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954064,0.0002585694,0.0008869196,0.0007728491,0.00002060751,0.0001866022,0.0001076124,0.000007393996,0.002353117],"genre_scores_gemma":[0.9968593,0.0004751687,0.0007472466,0.0004016178,0.000009654405,0.0003024706,0.00006045795,0.000008436043,0.001135748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034684,"threshold_uncertainty_score":0.05471998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07032619827653747,"score_gpt":0.4329272743827883,"score_spread":0.3626010761062509,"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."}}