{"id":"W4382130544","doi":"10.2196/41185","title":"Uptake and Use of Care Companion, a Web-Based Information Resource for Supporting Informal Carers of Older People: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Warwick Medical School; University of Warwick; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Feeling; Resource (disambiguation); Nursing; Psychology; Health care; Population; Qualitative property; Psychological resilience; Qualitative research; Medicine; Social psychology; Sociology; Political science","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":[0.02172858,0.000525403,0.001286128,0.002712739,0.001947416,0.003504672,0.001357511,0.001032448,0.002212291],"category_scores_gemma":[0.02919872,0.0008669446,0.00148406,0.002744657,0.001386057,0.002921342,0.002591062,0.0009049536,0.0004429152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836082,"about_ca_system_score_gemma":0.002850529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144076,"about_ca_topic_score_gemma":0.02262159,"domain_scores_codex":[0.9863414,0.007933097,0.001957744,0.001208269,0.001797686,0.000761801],"domain_scores_gemma":[0.9758424,0.01496269,0.003342636,0.001312334,0.003758214,0.0007817227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222144,0.003257279,0.5579314,0.007456863,0.00101051,0.001546817,0.342491,0.0001445437,0.001535236,0.0007209778,0.001458259,0.08122502],"study_design_scores_gemma":[0.000292726,0.008569799,0.4995575,0.005340705,0.001049032,0.001871195,0.468191,0.001161612,0.001757248,0.0006163091,0.01137304,0.0002198512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994508,0.001152438,0.001014272,0.0001424344,0.00001423319,0.001528763,0.0005839186,0.00001223051,0.001043715],"genre_scores_gemma":[0.9871373,0.001699237,0.004164847,0.0006407443,0.00003206055,0.004790428,0.0004773616,0.00002268705,0.001035486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172858,"threshold_uncertainty_score":0.114913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988227025114644,"score_gpt":0.3569533311200178,"score_spread":0.3370710608688713,"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."}}