{"id":"W171786667","doi":"","title":"Inspired by Open Source and CEAs: The Future of Collaborative Healthcare Delivery in Canada","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Healthcare delivery; Health care; Computer science; Political science; Operating system; Law; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001171213,0.0003796047,0.0006855816,0.0001685245,0.0007490271,0.0006829068,0.002916828,0.0002666632,0.00005982451],"category_scores_gemma":[0.00010233,0.000248229,0.00003638513,0.002311425,0.0002996916,0.0006055189,0.002427008,0.0006718274,0.00001065824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280073,"about_ca_system_score_gemma":0.00101146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699789,"about_ca_topic_score_gemma":0.9841059,"domain_scores_codex":[0.99743,0.0001545593,0.0007426713,0.0006031656,0.0004466816,0.0006229575],"domain_scores_gemma":[0.9973796,0.0001864915,0.0007462745,0.001007299,0.0006292099,0.00005112384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007919153,0.0002523572,0.242487,0.001371395,0.0001654692,0.00006218745,0.002815534,0.0003080392,0.00120621,0.01151453,0.1403364,0.5986889],"study_design_scores_gemma":[0.0009142146,0.00001111359,0.03133262,0.0001189415,0.00001861694,0.0000147638,0.01330175,0.0005425236,0.0000145144,0.0001551462,0.9532736,0.0003021978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420993,0.001966305,0.00004843616,0.04940012,0.000427102,0.002589388,0.00004685188,0.00006576956,0.00335668],"genre_scores_gemma":[0.9907189,0.00004213235,0.00003101169,0.007543989,0.0005930457,0.0001703179,0.00004282024,0.00007754203,0.000780213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129372,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970974494885418,"score_gpt":0.2285518454455241,"score_spread":0.2188421004966699,"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."}}