{"id":"W4283319129","doi":"10.2196/32354","title":"Breast Cancer Physical Activity Mobile Intervention: Early Findings From a User Experience and Acceptability Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Insight SFI Research Centre for Data Analytics; HORIZON EUROPE Marie Sklodowska-Curie Actions; University College Dublin; European Commission; Universidad de Sevilla","keywords":"Usability; Session (web analytics); System usability scale; Intervention (counseling); Coaching; Health coaching; Scale (ratio); mHealth; Breast cancer; Psychology; Rating scale; Mobile apps; Medicine; Applied psychology; Computer science; Cancer; Psychological intervention; Heuristic evaluation; Nursing; World Wide Web; Human–computer interaction; Developmental psychology","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":[0.001400068,0.0001450183,0.0003389949,0.0001429518,0.0004649049,0.0000773471,0.0002150202,0.00003565911,0.002829983],"category_scores_gemma":[0.00002736125,0.0001238447,0.0001274929,0.0006940774,0.000248504,0.000453952,0.0009387268,0.0009519238,0.000007729014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082299,"about_ca_system_score_gemma":0.00009712921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115713,"about_ca_topic_score_gemma":0.0004188586,"domain_scores_codex":[0.9965049,0.001575964,0.0001709771,0.000420864,0.0009556095,0.0003716791],"domain_scores_gemma":[0.9988247,0.0003494181,0.00005086941,0.0003741504,0.0002241688,0.0001766692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001935642,0.003605091,0.2647555,0.0001152992,0.0001462367,0.0000139983,0.4061082,0.000001235976,0.001813146,0.00001714365,0.0005698444,0.3209187],"study_design_scores_gemma":[0.001141379,0.001204002,0.8741195,0.00002170855,0.00001550611,0.000008206752,0.1199111,0.0002149519,0.002281254,0.00005450589,0.0009173288,0.0001105941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976518,0.00009329063,0.0001052431,0.0001809075,0.0002365864,0.001303193,0.0002573477,0.00003785848,0.0001337331],"genre_scores_gemma":[0.9935281,0.000007430498,0.0000313458,0.00001329184,0.00009117166,0.006065633,0.000009209459,0.00001640101,0.0002374704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.609364,"threshold_uncertainty_score":0.9980816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476629102259265,"score_gpt":0.5025141220868206,"score_spread":0.4377478310642279,"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."}}