{"id":"W2996162400","doi":"10.2196/16652","title":"A Smartphone App Designed to Help Cancer Patients Stop Smoking: Results From a Pilot Randomized Trial on Feasibility, Acceptability, and Effectiveness","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse","keywords":"Medicine; Smoking cessation; Psychological intervention; Randomized controlled trial; Population; Breast cancer; Anxiety; Cancer; Lung cancer; mHealth; Physical therapy; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.006036725,0.0002550641,0.0008764992,0.0004154737,0.0002012429,0.0001081754,0.0001862492,0.0001588829,0.0003107776],"category_scores_gemma":[0.001688435,0.0001890088,0.0001428547,0.0006527463,0.000220641,0.0002687346,0.0002319024,0.0006593994,0.00005053128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008333069,"about_ca_system_score_gemma":0.0002186309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216975,"about_ca_topic_score_gemma":0.00002485464,"domain_scores_codex":[0.9943615,0.002232459,0.0005852858,0.000666277,0.001629818,0.0005246935],"domain_scores_gemma":[0.9946635,0.003590846,0.0001415991,0.0005732335,0.0007401115,0.0002906696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8548406,0.001597631,0.1301117,0.0001438964,0.00008385065,0.000001753502,0.006594279,0.000002694947,0.0009001344,0.00002361879,0.0002763663,0.005423428],"study_design_scores_gemma":[0.4695348,0.004649529,0.521017,0.0002480134,0.00003218829,2.979474e-7,0.0002812202,0.00002590655,0.003884646,0.0001741721,0.00002931628,0.0001229273],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852957,0.00001493809,0.00004839212,0.000256037,0.0004495512,0.01276204,0.0001751465,0.0000646284,0.0009335587],"genre_scores_gemma":[0.9973137,0.00001355673,0.0000182488,0.00006658566,0.0001256383,0.002134596,0.000172237,0.00003072765,0.0001246647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909052,"threshold_uncertainty_score":0.7707556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08772769822705115,"score_gpt":0.4297428617895272,"score_spread":0.3420151635624761,"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."}}