{"id":"W2121162384","doi":"","title":"The effect of for-profit laboratories on the accountability, integration, and cost of Canadian health care services.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Medicine; Health care; Accountability; For profit; Transparency (behavior); Public health; Profit (economics); Public relations; Business; Finance; Nursing; Economics; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02677011,0.0006138067,0.0004396114,0.003021472,0.008001163,0.009360568,0.002082012,0.004888395,0.01165849],"category_scores_gemma":[0.108002,0.0004652756,0.001092953,0.003648134,0.007584183,0.004232974,0.004578117,0.00469169,0.0004317595],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1587474,"about_ca_system_score_gemma":0.254119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9712628,"about_ca_topic_score_gemma":0.9678161,"domain_scores_codex":[0.9443772,0.01202861,0.001053769,0.001598104,0.03028246,0.0106598],"domain_scores_gemma":[0.8855836,0.0491588,0.007433761,0.003120964,0.03714649,0.01755636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000577732,0.0001309958,0.03742288,0.0006975909,0.0002488533,0.0004518417,0.003230593,0.002115686,0.0007875939,0.4213684,0.3658932,0.1670748],"study_design_scores_gemma":[0.0003421526,0.0002510462,0.2989378,0.00219263,0.0006233167,0.0003754457,0.005735227,0.003220876,0.002311374,0.03336563,0.6522437,0.0004007587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04126639,0.03658613,0.001540305,0.6989708,0.001993853,0.0001628351,0.001746419,0.0002062221,0.217527],"genre_scores_gemma":[0.8890729,0.01454267,0.002830444,0.06653098,0.0009576964,0.000105645,0.0004893893,0.0001121801,0.0253582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8412526,"threshold_uncertainty_score":0.9757338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543488392825414,"score_gpt":0.347433186130033,"score_spread":0.3019983022017789,"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."}}