{"id":"W4221118214","doi":"10.1177/11786329221078124","title":"interRAI Pediatric Home Care (PEDS-HC) Assessment Tool: Evaluating Ontario Healthcare Workers’ Experience","year":2022,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Agricultural Research Institute of Ontario","funders":"","keywords":"Medicine; Health care; Nursing; Needs assessment; Equity (law); Service (business); Focus group; Quality (philosophy); Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009252898,0.0003462287,0.0004951009,0.001164174,0.00266682,0.001883989,0.001216791,0.0003910433,0.001909271],"category_scores_gemma":[0.01366427,0.0003441558,0.0007397509,0.001314043,0.002057607,0.0009522752,0.003016687,0.0006762198,0.0002233274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01866053,"about_ca_system_score_gemma":0.0276974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6479484,"about_ca_topic_score_gemma":0.8590093,"domain_scores_codex":[0.9941766,0.002395026,0.0005136198,0.0002564346,0.001689912,0.0009683659],"domain_scores_gemma":[0.9920385,0.001838913,0.001171517,0.0002482184,0.003539165,0.001163689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001280677,0.0003246711,0.5990402,0.0007580781,0.00005749732,0.0006832135,0.3060945,0.0003294674,0.001272325,0.0006133728,0.0101632,0.08053553],"study_design_scores_gemma":[0.00003406134,0.0003471266,0.6798871,0.0005900471,0.00004982305,0.0002708669,0.2904038,0.001019861,0.0008362198,0.0001824264,0.02626811,0.0001105147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983924,0.000309838,0.001045681,0.001014797,0.00003134604,0.0008836418,0.0008634818,0.00003947003,0.01188771],"genre_scores_gemma":[0.9907706,0.0006131477,0.004751194,0.0001972537,0.000007150826,0.0008178878,0.0004125325,0.00001441259,0.00241585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3520516,"threshold_uncertainty_score":0.7082497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06447492746218361,"score_gpt":0.4408644538077359,"score_spread":0.3763895263455523,"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."}}