{"id":"W3035566364","doi":"10.2196/19302","title":"mHealth Apps as Effective Persuasive Health Technology: Contextualizing the “Necessary” Functionalities","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"mHealth; Persuasive technology; Psychology; Computer science; Internet privacy; Knowledge management; Persuasion; Psychological intervention; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001033477,0.0003255574,0.0005919178,0.0001877455,0.005002495,0.00002218032,0.0004031923,0.0003432596,0.0003421626],"category_scores_gemma":[0.0004919716,0.0002564489,0.0001098374,0.001108692,0.0004191256,0.0001598035,0.00008857706,0.001923406,0.001068529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000974743,"about_ca_system_score_gemma":0.002307762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004775137,"about_ca_topic_score_gemma":0.00006346967,"domain_scores_codex":[0.9953924,0.00105064,0.001026444,0.0006973979,0.0004346264,0.001398459],"domain_scores_gemma":[0.9963248,0.001256167,0.0007306492,0.0005314696,0.0003194676,0.0008374759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005669309,0.000220655,0.005407524,0.001872444,0.00005472724,0.000003834841,0.04677055,0.00002723373,0.00008947694,0.417181,0.2320234,0.2957822],"study_design_scores_gemma":[0.002218829,0.000926949,0.008423987,0.001510698,0.00003673882,0.0000223883,0.1476073,0.0003914428,0.00002568523,0.014837,0.8236336,0.0003654071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04831722,0.01218144,0.007344366,0.8572639,0.00219278,0.02677379,0.0001468633,0.00173258,0.04404712],"genre_scores_gemma":[0.8963363,0.0005134653,0.0003292068,0.08114298,0.00146113,0.01933856,0.00008086822,0.00008102242,0.0007164639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8480191,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07312532687387109,"score_gpt":0.4743573365551382,"score_spread":0.4012320096812672,"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."}}