{"id":"W2233321049","doi":"10.12927/hcq.2015.24436","title":"Contributions and Challenges of Non-Professional Patient Care: A Key Component of Contemporary Canadian Healthcare","year":2015,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Concordia University; McGill University Health Centre; CARE Canada; McGill University; Alberta Health Services","funders":"","keywords":"Health care; Nursing; Component (thermodynamics); Key (lock); Best practice; Medicine; Health administration; Health professionals; Business; Public health; Political science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005654,0.0001775003,0.0004888118,0.000293646,0.0003968132,0.00001339649,0.0001802809,0.0003288795,0.00001090566],"category_scores_gemma":[0.0001066005,0.0001796521,0.00006151339,0.0003121778,0.00032586,0.0001508837,0.00001783593,0.0003097779,0.000005825564],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129587,"about_ca_system_score_gemma":0.008894416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.462226,"about_ca_topic_score_gemma":0.7022315,"domain_scores_codex":[0.9967927,0.0008406519,0.0008155723,0.0003210607,0.0006829427,0.0005471257],"domain_scores_gemma":[0.995497,0.0001459982,0.000378921,0.0002811864,0.002404434,0.0012924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001012241,0.0001310089,0.006320443,0.001202744,0.00003106694,0.00001773021,0.4233222,1.903055e-7,0.00001915172,0.391585,0.001834941,0.1754343],"study_design_scores_gemma":[0.001222635,0.003366587,0.01774668,0.0006791365,0.000007230193,0.000005666435,0.7915101,0.00001267907,0.0000461962,0.002606058,0.1824688,0.0003282413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4581933,0.04727039,0.00001350961,0.4870281,0.001458291,0.001367515,0.0007516009,0.00006636069,0.003850966],"genre_scores_gemma":[0.9975633,0.001072087,0.0001221549,0.0009412923,0.00014728,0.00005380565,0.00006850981,0.00001607272,0.00001551794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5393699,"threshold_uncertainty_score":0.9967242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08861535834732208,"score_gpt":0.3693732435492602,"score_spread":0.2807578852019381,"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."}}