{"id":"W3160681680","doi":"10.2196/22510","title":"Promoting Collaborative Goal Setting for Cancer Prevention Among Primary Care Patients Through mHealth: Mixed Methods Evaluation of a New App","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Cancer Society","keywords":"Usability; mHealth; Cancer prevention; Smoking cessation; Medicine; Mobile apps; Scale (ratio); System usability scale; Psychology; Cancer; Gerontology; World Wide Web; Psychological intervention; Nursing; Web usability; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02325144,0.001475518,0.001392962,0.001197537,0.001749914,0.002048119,0.001548261,0.001637552,0.002928812],"category_scores_gemma":[0.0243685,0.0008060349,0.002440456,0.0006253288,0.0009352998,0.001357893,0.001699212,0.001183074,0.0003828747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018574,"about_ca_system_score_gemma":0.003886206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948524,"about_ca_topic_score_gemma":0.005856287,"domain_scores_codex":[0.9871104,0.008463404,0.001348346,0.0009860465,0.001453335,0.0006385293],"domain_scores_gemma":[0.9815983,0.01283268,0.001165851,0.001132891,0.002418227,0.0008521613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04413737,0.172267,0.03351482,0.01156177,0.002618967,0.0006129371,0.02749493,0.001623732,0.006722261,0.0007221741,0.003120203,0.6956038],"study_design_scores_gemma":[0.08565902,0.6818705,0.1477854,0.004618274,0.007029982,0.000639455,0.02596017,0.01145609,0.01518972,0.002175211,0.01684073,0.0007754811],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537172,0.000712265,0.005183596,0.000314976,0.0001228258,0.03776171,0.0005201641,0.0001518159,0.001515457],"genre_scores_gemma":[0.7474411,0.002144229,0.08207527,0.001038267,0.0002380467,0.1641152,0.000575586,0.00008073714,0.002291414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325144,"threshold_uncertainty_score":0.1229669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882925662940207,"score_gpt":0.6187829963489881,"score_spread":0.4304904300549675,"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."}}