{"id":"W4200423910","doi":"10.6004/jnccn.2021.7094","title":"Implementation Science to Improve Tobacco Cessation Services in Oncology Care","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Agency for Healthcare Research and Quality; National Institute of General Medical Sciences; National Institute on Drug Abuse; National Center for Advancing Translational Sciences; Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Context (archaeology); Psychological intervention; Smoking cessation; Tobacco use; Tobacco control; Family medicine; Nursing; Environmental health; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2333205,0.001188376,0.001492514,0.004157908,0.006572844,0.01480466,0.005319486,0.008676146,0.01378765],"category_scores_gemma":[0.3916331,0.0008768686,0.002877835,0.004200496,0.01124538,0.01134862,0.01669554,0.01832418,0.00118603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02574959,"about_ca_system_score_gemma":0.1918002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135801,"about_ca_topic_score_gemma":0.01467662,"domain_scores_codex":[0.7838328,0.1845928,0.00611881,0.00359861,0.01577958,0.006077345],"domain_scores_gemma":[0.6517289,0.2829235,0.009894839,0.01481402,0.02448646,0.01615228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001714921,0.003047163,0.01019233,0.01180523,0.0007161785,0.0001589659,0.01236522,0.004085736,0.0003500824,0.3942898,0.1073921,0.4554258],"study_design_scores_gemma":[0.001013293,0.002107212,0.01426008,0.051243,0.0005861929,0.0001837946,0.0259956,0.0070484,0.002012552,0.5549257,0.3404358,0.0001884513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006958803,0.01663138,0.0303202,0.8959967,0.004259022,0.00319954,0.0001935363,0.0002365597,0.04220427],"genre_scores_gemma":[0.4485845,0.05144213,0.2021937,0.2660355,0.005104714,0.01674348,0.0007882203,0.0003141813,0.008793556],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2333205,"threshold_uncertainty_score":0.9454523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3224241705783949,"score_gpt":0.6467473961898564,"score_spread":0.3243232256114615,"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."}}