{"id":"W3072825661","doi":"10.1136/tobaccocontrol-2020-055699","title":"Arabian nights in Hong Kong: Chinese young adults’ experience of waterpipe smoking","year":2020,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pleasure; Young adult; Perception; Psychology; Medicine; Environmental health; Demography; Gerontology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001046266,0.0001441085,0.0003554181,0.00007867369,0.0000323293,0.00001543958,0.000113572,0.00008883608,0.0001493549],"category_scores_gemma":[0.0001318323,0.0001126288,0.00008120819,0.0002568862,0.0000425712,0.0001446985,0.00001898989,0.0001835494,0.000004343692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004538593,"about_ca_system_score_gemma":0.00003234022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003489993,"about_ca_topic_score_gemma":0.00006842813,"domain_scores_codex":[0.998844,0.00003544759,0.0003489029,0.000254091,0.0003001337,0.0002174347],"domain_scores_gemma":[0.9994774,0.00003295689,0.00009792,0.0002042411,0.00007287311,0.0001145694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874235,0.00006336319,0.9802341,0.00002825504,0.00001185842,0.00005003081,0.007342608,0.00001294308,0.008778183,0.00001953404,0.00001188943,0.003059774],"study_design_scores_gemma":[0.004626088,0.0001356408,0.9905154,0.0001338353,0.00004225465,0.00001023365,0.000794061,0.0003813136,0.003194906,0.00001178866,0.00003414558,0.0001203726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997752,0.00006540689,0.0001947301,0.0007436278,0.0001720794,0.0003473948,0.000004760792,0.00005794918,0.0006620126],"genre_scores_gemma":[0.9992911,0.000006429972,0.0000233096,0.0004129861,0.0001750113,0.00003269501,0.00001306509,0.00001698775,0.00002840898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028122,"threshold_uncertainty_score":0.459287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490003390699389,"score_gpt":0.2671333696031618,"score_spread":0.2522333356961679,"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."}}