{"id":"W2407381826","doi":"10.7748/ns.23.27.23.s27","title":"Lessons in how to quit","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology; Quit smoking; Medical education; Nursing; Smoking cessation; Medicine","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":[0.0007466706,0.0001187662,0.0002240876,0.0002595776,0.0004854274,0.00002005953,0.000128129,0.00016043,0.0001020449],"category_scores_gemma":[0.0003858912,0.0001179433,0.000028235,0.0004955004,0.00002329617,0.0001118349,0.000004982252,0.0005398567,0.0001304664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364057,"about_ca_system_score_gemma":0.0006570441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004546374,"about_ca_topic_score_gemma":0.0001280522,"domain_scores_codex":[0.9982215,0.0002334249,0.0002741391,0.0002806031,0.0002737865,0.0007165946],"domain_scores_gemma":[0.9990535,0.0001345135,0.00007803862,0.0002935144,0.0001284519,0.0003119947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006334331,0.000178056,0.009445629,0.00004520446,0.000001635068,0.000003448187,0.02246528,0.000007050684,0.0004187624,0.006640846,0.5646387,0.3955219],"study_design_scores_gemma":[0.002132768,0.001162943,0.6634589,0.004713998,0.00001796856,0.000003855514,0.01495024,0.00002976039,0.0002502364,0.02287155,0.2899753,0.0004325371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4550562,0.0002356475,0.001767765,0.5091575,0.004149446,0.0008556036,0.00002418675,0.0001804349,0.02857324],"genre_scores_gemma":[0.9897735,0.00001250414,0.002918833,0.004699024,0.0005671539,0.00003200869,0.00001076653,0.0000163833,0.001969789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6540133,"threshold_uncertainty_score":0.4809589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09364275466707843,"score_gpt":0.5204413222571493,"score_spread":0.4267985675900709,"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."}}