{"id":"W2530230932","doi":"10.1177/0840470416659385","title":"Bioethics, health technology reassessment, and management","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioethics; Health care; Business; Health technology; Value (mathematics); Emerging technologies; Ethical issues; Engineering ethics; Medicine; Political science; Computer science; Engineering","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009064157,0.001556581,0.004311722,0.002814637,0.00309652,0.00008096856,0.0014867,0.002138352,0.0002737702],"category_scores_gemma":[0.000203058,0.001250432,0.0004376223,0.001920924,0.0007115193,0.0004008633,0.003730697,0.004427951,0.002323796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003461649,"about_ca_system_score_gemma":0.001934547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824246,"about_ca_topic_score_gemma":0.002684573,"domain_scores_codex":[0.9793137,0.007823107,0.004683467,0.002736584,0.001307228,0.004135902],"domain_scores_gemma":[0.9895679,0.001370774,0.004259166,0.003190581,0.000374059,0.001237546],"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":[0.00001167148,0.00005614686,0.0002313209,0.1906753,0.0003386925,0.0000712371,0.0000824089,2.44808e-9,8.048183e-10,0.2674904,0.01718445,0.5238584],"study_design_scores_gemma":[0.0007611427,0.0002791885,0.000101453,0.09515079,0.000343507,0.00002415472,0.006659072,4.53125e-7,7.641225e-9,0.005757927,0.8900363,0.0008860223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.888537e-7,0.7577521,0.0004119649,0.2119743,0.002553782,0.01326862,0.0003555728,0.0009275689,0.01275558],"genre_scores_gemma":[0.00001218725,0.9561698,0.003340796,0.02210648,0.0004627613,0.005468077,0.0003245874,0.0003746114,0.01174073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8728518,"threshold_uncertainty_score":0.9997182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.700125917824637,"score_gpt":0.6343158133317116,"score_spread":0.06581010449292535,"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."}}