{"id":"W2947346963","doi":"10.2196/13688","title":"How Is the Caregiver Doing? Capturing Caregivers’ Experiences With a Reflective Toolkit","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Family caregivers; Mental health; Experience sampling method; Reflection (computer programming); Tracking (education); Medical education; Nursing; Medicine; Computer science; Social psychology; Psychotherapist; Pedagogy","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":[0.01356604,0.0006540683,0.0004338624,0.001509746,0.003381075,0.005059629,0.001367758,0.001002887,0.002122496],"category_scores_gemma":[0.03704038,0.0004977868,0.0005644315,0.000867974,0.004505794,0.004412153,0.006232833,0.001409749,0.0007029377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829818,"about_ca_system_score_gemma":0.003807492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241003,"about_ca_topic_score_gemma":0.002765344,"domain_scores_codex":[0.9840286,0.01295848,0.0006605712,0.0006625588,0.001025474,0.0006642946],"domain_scores_gemma":[0.9837019,0.01016452,0.001502792,0.001980407,0.001462752,0.001187589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001728769,0.0002154307,0.01527481,0.0007833476,0.00003514683,0.00130466,0.8650531,0.0004194072,0.003953772,0.002910262,0.004702442,0.1051748],"study_design_scores_gemma":[0.00004392698,0.0003931756,0.009734537,0.001632318,0.00007774879,0.002759744,0.8576857,0.001212834,0.005385882,0.005247226,0.1156748,0.0001520689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626403,0.002408862,0.0976847,0.006377772,0.0003557504,0.001347672,0.0003259913,0.0007515644,0.02810738],"genre_scores_gemma":[0.9391952,0.00151491,0.0544327,0.000610034,0.00003239873,0.0008615082,0.0001170286,0.0001194496,0.003116765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356604,"threshold_uncertainty_score":0.07174498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154686856501682,"score_gpt":0.3177959130398264,"score_spread":0.3023272273896582,"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."}}