{"id":"W2323365723","doi":"10.2345/0899-8205-48.3.232","title":"A Brave New World Of Healthcare Technology","year":2014,"lang":"en","type":"article","venue":"Biomedical Instrumentation & Technology","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Health care; Business; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008107232,0.001412818,0.001688807,0.003470254,0.004950595,0.01839359,0.00234686,0.009678814,0.05428164],"category_scores_gemma":[0.01351687,0.0006482343,0.001168984,0.002500561,0.0176254,0.03560886,0.009181458,0.01310998,0.0162513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004262315,"about_ca_system_score_gemma":0.00777817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047327,"about_ca_topic_score_gemma":0.002923578,"domain_scores_codex":[0.9943728,0.001923318,0.0002611581,0.0005532256,0.002338161,0.0005512307],"domain_scores_gemma":[0.9884199,0.004349746,0.0005713901,0.001304024,0.00273223,0.002622805],"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":[0.00008843227,0.0001056119,0.0005558113,0.0005340128,0.00004334614,0.000183955,0.001475156,0.0004386627,0.001727699,0.6379545,0.2720764,0.08481641],"study_design_scores_gemma":[0.00001999137,0.00005354042,0.000410028,0.0004572186,0.00001356798,0.0002875857,0.001457491,0.0004637863,0.0002656632,0.1914228,0.805098,0.00005031182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005247295,0.09691282,0.05511562,0.5645915,0.03072679,0.0001015092,0.0005909449,0.001560406,0.2451531],"genre_scores_gemma":[0.2066318,0.1421769,0.07715824,0.2802347,0.05954177,0.0004749735,0.001061093,0.001713985,0.2310066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05428164,"threshold_uncertainty_score":0.1815901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486054406225617,"score_gpt":0.2398228457170484,"score_spread":0.2313367913108228,"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."}}