{"id":"W4390675309","doi":"10.1097/nhh.0000000000001220","title":"Personalized Care Delivery","year":2024,"lang":"en","type":"article","venue":"Home Healthcare Now","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Chief executive officer; Officer; Health care delivery; MEDLINE; Management; Health care; Nursing; Psychology; Medicine; Political science; Law; Economics","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":[0.0005713973,0.0001270008,0.0001773076,0.0001868128,0.0005903133,0.0001370009,0.0001820317,0.0002213863,0.0006548868],"category_scores_gemma":[0.00005596563,0.0001267049,0.00008965644,0.000693839,0.00017287,0.000185309,0.00002437411,0.0003455388,0.000688814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941374,"about_ca_system_score_gemma":0.001625546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930118,"about_ca_topic_score_gemma":0.02258188,"domain_scores_codex":[0.9980152,0.0003156974,0.000260316,0.0003489452,0.000547664,0.0005122063],"domain_scores_gemma":[0.9989195,0.0001500173,0.00003267682,0.0001726125,0.0004307188,0.000294485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001443984,0.0000145935,0.001339129,0.0009238191,0.00001615695,0.00007015748,0.07877911,1.095148e-7,0.00001004604,0.6319442,0.01189231,0.274996],"study_design_scores_gemma":[0.00009399842,0.00004238269,0.000618203,0.0001645376,0.000003516979,0.000002475652,0.05206168,0.00001048985,0.00000629328,0.001176756,0.9456722,0.0001475348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1850594,0.1312314,0.00009402062,0.6348084,0.005630355,0.0007915497,0.0001024622,0.001808835,0.0404735],"genre_scores_gemma":[0.9840595,0.008658127,0.0001571313,0.002779896,0.001026948,0.00004205109,0.00002949393,0.00002649339,0.003220322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9337798,"threshold_uncertainty_score":0.9952534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683065723390861,"score_gpt":0.3977991046257648,"score_spread":0.3294925322866787,"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."}}