{"id":"W4245566613","doi":"10.1007/b138625","title":"Transforming Health Care Through Information","year":2005,"lang":"en","type":"book","venue":"Computers in health care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Vanderbilt University","keywords":"Health care; Political science","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009518891,0.0008568718,0.002181519,0.0007780317,0.001790276,0.00003524452,0.0008029024,0.001278487,0.0002081021],"category_scores_gemma":[0.00004190934,0.0009031809,0.0003495585,0.0003496107,0.00009007396,0.0009215058,0.0002905525,0.004157004,0.0005514249],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0352851,"about_ca_system_score_gemma":0.05437421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592948,"about_ca_topic_score_gemma":0.005892854,"domain_scores_codex":[0.9911413,0.0008564101,0.00402775,0.0007548066,0.0008918601,0.002327929],"domain_scores_gemma":[0.9951956,0.0007427531,0.001863647,0.001024724,0.0005320447,0.0006412399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005640216,0.00001026508,0.0001655392,0.03442142,0.00001899107,0.000006815184,0.1654037,0.0000500461,5.658638e-9,0.003615366,0.6149819,0.1812695],"study_design_scores_gemma":[0.001856567,0.0003659959,0.0002533636,0.004654826,0.00001132363,0.000004813588,0.01358457,0.00001203338,1.061428e-7,0.0003056914,0.9783459,0.0006048608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00003316964,0.1091829,0.008092095,0.0672875,0.01649344,0.01319114,0.001611642,0.001048277,0.7830598],"genre_scores_gemma":[0.0005735962,0.02406536,0.02821552,0.8767973,0.006965056,0.0009437707,0.01695321,0.0003897884,0.04509643],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8095098,"threshold_uncertainty_score":0.9995093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726671768317529,"score_gpt":0.4101858980624937,"score_spread":0.3729191803793184,"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."}}