{"id":"W3190380452","doi":"10.2196/27358","title":"A Novel Mobile App (“CareFit”) to Support Informal Caregivers to Undertake Regular Physical Activity From Home During and Beyond COVID-19 Restrictions: Co-design and Prototype Development Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strong; University of Strathclyde","keywords":"Coaching; Physical activity; Psychology; Government (linguistics); Agile software development; Nursing; Applied psychology; Medical education; Medicine; Engineering; Physical therapy","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":[0.005884624,0.0007754641,0.0005794523,0.0009449021,0.0005838814,0.001168002,0.001271666,0.001038433,0.002104701],"category_scores_gemma":[0.009253917,0.0003923048,0.0008306662,0.0002613679,0.0008668946,0.001415321,0.001522795,0.0007237121,0.0004369798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823964,"about_ca_system_score_gemma":0.001467077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006626731,"about_ca_topic_score_gemma":0.001069664,"domain_scores_codex":[0.997537,0.001291543,0.0001944466,0.0002959115,0.0004385413,0.000242559],"domain_scores_gemma":[0.9946078,0.003330759,0.0002624476,0.0003158666,0.001115775,0.0003671581],"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":[0.00456635,0.0249986,0.06229988,0.01427523,0.0004923238,0.006143115,0.0721828,0.003448592,0.07143028,0.004004823,0.01130168,0.7248563],"study_design_scores_gemma":[0.01009642,0.2527349,0.1839993,0.008804004,0.003125756,0.017532,0.129119,0.03685326,0.1089434,0.006005942,0.2415466,0.001239392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582931,0.0006177874,0.02855307,0.0003293947,0.0001184447,0.008160671,0.000229815,0.0002569931,0.003440601],"genre_scores_gemma":[0.8279066,0.0010976,0.152536,0.0005316375,0.00004624661,0.01263198,0.0003407742,0.00009267727,0.004816439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005884624,"threshold_uncertainty_score":0.03112119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362419503954941,"score_gpt":0.5083236356128713,"score_spread":0.3720816852173772,"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."}}