{"id":"W2166334627","doi":"10.12927/hcq..18106","title":"Collaborative Partnerships: Managing Increased Healthcare Demand without Increasing Overall System Capacity","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Home and Community Care Support Services; Hotel Dieu Hospital","funders":"","keywords":"General partnership; Health care; Ambulatory care; Business; Nursing; Healthcare delivery; Quality (philosophy); Medical emergency; Medicine; Acute care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002406159,0.0005013457,0.001075646,0.0005519899,0.0006969554,0.0002420331,0.000347078,0.0003123339,0.00003501474],"category_scores_gemma":[0.00005476096,0.0006007819,0.0001741363,0.0006490466,0.0001089573,0.0004892693,0.00004108494,0.0005062234,0.0005072607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249097,"about_ca_system_score_gemma":0.0002467688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2556516,"about_ca_topic_score_gemma":0.01828581,"domain_scores_codex":[0.9950416,0.0006478018,0.001728991,0.001071636,0.0001946872,0.001315259],"domain_scores_gemma":[0.9973376,0.0001609995,0.0008987619,0.0008196997,0.000224034,0.0005588576],"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":[0.0001331345,0.00008984905,0.04237575,0.002089119,0.00005570404,0.00004072332,0.002429932,0.00001203308,0.000006929017,0.9501656,0.001155512,0.001445767],"study_design_scores_gemma":[0.009499509,0.004067034,0.3238567,0.003089066,0.0001117414,0.0002894181,0.02349123,0.01073285,0.0001170188,0.2842003,0.3352589,0.005286228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496767,0.009451103,0.006438176,0.09099115,0.001762558,0.003713947,0.00138227,0.001193666,0.03539046],"genre_scores_gemma":[0.9940571,0.00006628381,0.001591132,0.002825608,0.0007776682,0.0002262221,0.0001253279,0.00008609336,0.0002446318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6659653,"threshold_uncertainty_score":0.9996443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770192702606926,"score_gpt":0.2746342588314433,"score_spread":0.226932331805374,"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."}}