{"id":"W7036368920","doi":"","title":"From Caregiver to Care Partner: A View From The Other Side","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Service (business); Survey data collection; Healthcare service; Service provider; Family caregivers; Health professionals; Unpaid work; Long-term care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004043876,0.0004909941,0.0006293654,0.0001099986,0.008844613,0.00007556676,0.001022497,0.0002293446,0.001843739],"category_scores_gemma":[0.0001202274,0.0004158705,0.0003574557,0.0007829801,0.0003060767,0.0001742087,0.0007721375,0.001242866,0.0003661775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902101,"about_ca_system_score_gemma":0.002089496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02896558,"about_ca_topic_score_gemma":0.001604875,"domain_scores_codex":[0.9946678,0.001391989,0.0008798058,0.0009932965,0.001247202,0.0008199067],"domain_scores_gemma":[0.996956,0.0008245038,0.0003400241,0.001177991,0.0003251204,0.0003763929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002601094,0.0004572929,0.02988054,0.0002026103,0.0009098782,0.0009171855,0.2536666,0.01059703,0.006773027,0.005225957,0.6781167,0.01065208],"study_design_scores_gemma":[0.001066368,0.0001281896,0.009784642,0.0001917855,0.0001318428,0.00002216718,0.1054909,0.00004148016,0.000162526,0.0002082731,0.8822969,0.0004749287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043574,0.005017978,0.000467408,0.004915322,0.01249896,0.002262764,0.002115829,0.0004433096,0.06792097],"genre_scores_gemma":[0.9711324,0.00001239591,0.0004532499,0.004082561,0.005081304,0.001306163,0.0002556191,0.0001006271,0.01757569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041802,"threshold_uncertainty_score":0.9998293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176527235825827,"score_gpt":0.3076388751224501,"score_spread":0.2858736027641918,"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."}}