{"id":"W4225698750","doi":"10.2196/37526","title":"A Multimethod Evaluation of Tobacco Treatment Trial Recruitment Messages for Current Smokers Recently Diagnosed With Cancer: Pilot Factorial Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Randomized controlled trial; Medicine; Smoking cessation; Accrual; Clinical trial; Family medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002687151,0.000294827,0.00170143,0.0001683976,0.0001642996,0.00002027828,0.00008537075,0.00006336512,0.001546707],"category_scores_gemma":[0.0003511361,0.0001953635,0.0005330921,0.0002458251,0.00006067407,0.00005910388,0.00001952183,0.0001625915,1.848227e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435007,"about_ca_system_score_gemma":0.001437992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001254,"about_ca_topic_score_gemma":0.00009565086,"domain_scores_codex":[0.9958492,0.001219592,0.0008020982,0.0004410006,0.00141804,0.0002700628],"domain_scores_gemma":[0.9974269,0.0009587049,0.0007811126,0.0002864113,0.0004520776,0.00009482862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.895214,0.002180978,0.001698055,0.00002241671,0.00086785,9.877391e-7,0.001151706,0.0004101402,0.0001577026,0.000007431129,0.0008223764,0.09746639],"study_design_scores_gemma":[0.9773697,0.008325044,0.0008160703,0.0001039416,0.006420849,3.982611e-7,0.0001868662,0.0002400189,0.0008906201,0.00001626589,0.00542922,0.0002010691],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916795,0.001304622,0.0001094021,0.0003136565,0.00630954,0.07486491,0.0001977426,0.00004726166,0.00005784232],"genre_scores_gemma":[0.7139507,0.00050558,0.00007037561,0.00002310601,0.001077938,0.2839442,0.0001899513,0.000032295,0.0002058236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090793,"threshold_uncertainty_score":0.999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199944936212792,"score_gpt":0.4739821725140522,"score_spread":0.2539876788927731,"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."}}