{"id":"W4206646401","doi":"10.2196/27500","title":"Early Development of a Virtual Coach for Healthy Coping Interventions in Type 2 Diabetes Mellitus: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Coping (psychology); Psychosocial; Coaching; Psychology; Mental health; Medicine; Clinical psychology; Applied psychology; Nursing; Psychotherapist","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":[0.01448603,0.0008789988,0.0008752792,0.000726821,0.000848504,0.0009701891,0.001099417,0.0009100851,0.002022066],"category_scores_gemma":[0.01809242,0.0004892125,0.001166912,0.000390846,0.0007148379,0.0007254964,0.001272184,0.001056667,0.0005416261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008946433,"about_ca_system_score_gemma":0.003178047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040978,"about_ca_topic_score_gemma":0.002772513,"domain_scores_codex":[0.9956878,0.0028252,0.0003014862,0.0003317,0.0005406879,0.0003131261],"domain_scores_gemma":[0.9920393,0.003973794,0.0005393631,0.000974384,0.001710764,0.0007623842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01658385,0.1915817,0.1692712,0.003826056,0.0008638872,0.0006694416,0.02224036,0.002397665,0.01387317,0.0007627094,0.003220635,0.5747093],"study_design_scores_gemma":[0.02087889,0.328725,0.575811,0.002316322,0.00179859,0.0006162823,0.01496581,0.01114375,0.01605327,0.0006315525,0.02677764,0.0002818604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902346,0.0001156716,0.001653849,0.00006985506,0.00004232973,0.006564269,0.0002361172,0.00003396441,0.001049267],"genre_scores_gemma":[0.9466807,0.0006523688,0.02940662,0.0002721851,0.00006242978,0.01976867,0.001211773,0.00004784129,0.00189735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448603,"threshold_uncertainty_score":0.07661039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363905879022755,"score_gpt":0.5662010714327333,"score_spread":0.3298104835304579,"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."}}