{"id":"W2079096071","doi":"10.1111/hsc.12075","title":"Differential impacts of care‐giving across three caregiver groups in <scp>C</scp> anada: end‐of‐life care, long‐term care and short‐term care","year":2013,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Long-term care; Medicine; Census; Gerontology; Metropolitan area; Statistic; Health care; Term (time); Differential effects; Caregiver burden; Psychology; Nursing; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009081491,0.0004119647,0.001114319,0.0001528154,0.003278862,0.0001716381,0.001301209,0.0004979327,0.00003039537],"category_scores_gemma":[0.0008043926,0.0003726931,0.0002501214,0.0005591088,0.001017689,0.0003476362,0.0005863777,0.001646564,0.0000012961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002198257,"about_ca_system_score_gemma":0.002387995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6006681,"about_ca_topic_score_gemma":0.9377338,"domain_scores_codex":[0.9923462,0.003841759,0.0009911504,0.0003374152,0.0009586693,0.001524798],"domain_scores_gemma":[0.9957097,0.001959189,0.0004315995,0.0007052782,0.0007021695,0.0004920406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001175282,0.00002955772,0.4307768,0.00406081,0.000008191295,0.000003231665,0.5479614,9.345047e-7,0.000001345571,0.0002176258,0.00006818101,0.01686016],"study_design_scores_gemma":[0.0004379456,0.0001251755,0.5066464,0.0002704131,0.000009571763,4.507798e-7,0.492209,3.615177e-7,0.000008054017,0.00004904387,0.0001505009,0.00009310344],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684816,0.02626222,0.000003316678,0.0005763987,0.0006015331,0.001711351,0.0005812526,0.00004514944,0.001737168],"genre_scores_gemma":[0.996399,0.00194438,0.0000160063,0.0009577854,0.0003353601,0.0001063943,0.0001947007,0.00004259996,0.000003742464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370657,"threshold_uncertainty_score":0.9998725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891289336067848,"score_gpt":0.3599232892633722,"score_spread":0.3210103959026938,"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."}}