{"id":"W3011406430","doi":"10.2196/17714","title":"Development of Cognitive and Physical Exercise Systems, Clinical Recordings, Large-Scale Data Analytics, and Virtual Coaching for Heart Failure Patients: Protocol for the BioTechCOACH-ForALL Project","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Protocol (science); Physical therapy; Medicine; Quality of life (healthcare); Heart failure; Test (biology); Cognition; Physical medicine and rehabilitation; Psychology; Nursing; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02220085,0.002612926,0.002702579,0.001822456,0.003481063,0.001981626,0.003114187,0.003445978,0.06726777],"category_scores_gemma":[0.01694792,0.001970876,0.002820685,0.001427043,0.002151284,0.001208394,0.003229467,0.004380045,0.01598088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003734517,"about_ca_system_score_gemma":0.01619541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543941,"about_ca_topic_score_gemma":0.005668107,"domain_scores_codex":[0.9908896,0.00548336,0.000904797,0.0009048415,0.0008917325,0.0009255852],"domain_scores_gemma":[0.9894581,0.002268602,0.0008065987,0.001964381,0.003793448,0.001708933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2199518,0.1541065,0.01212978,0.03738495,0.001226549,0.00252587,0.00745558,0.01620546,0.02803195,0.01329543,0.1265854,0.3811007],"study_design_scores_gemma":[0.1989268,0.1096617,0.04214719,0.01384878,0.001315126,0.0007014204,0.004046357,0.004870798,0.01893939,0.007684298,0.5972446,0.0006136857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007675609,0.0001951915,0.006812919,0.0002049532,0.0001148524,0.9797828,0.002643778,0.0001495692,0.002420427],"genre_scores_gemma":[0.001588472,0.00009915084,0.006173923,0.00008039196,0.00001513602,0.9908999,0.0005091563,0.0000141883,0.0006196839],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06726777,"threshold_uncertainty_score":0.2250331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3963940232862311,"score_gpt":0.5542484734327207,"score_spread":0.1578544501464895,"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."}}