{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009230082,0.0001403381,0.0002271557,0.001276707,0.00002875176,0.000006409406,0.0002463581,0.0003707547,0.0001300329],"category_scores_gemma":[0.00008057914,0.0001371061,0.00003289986,0.001996035,0.0002944566,0.00005481121,0.00004280162,0.0002730814,0.000054893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008674084,"about_ca_system_score_gemma":0.00005010851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004395601,"about_ca_topic_score_gemma":0.00002361355,"domain_scores_codex":[0.9989422,0.000008865302,0.0003866638,0.0001856997,0.000191564,0.0002849953],"domain_scores_gemma":[0.9994848,0.00002283568,0.00005480051,0.0002454865,0.00003950123,0.0001525578],"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":[0.000004774006,0.00005642684,0.000941747,0.0002755437,0.0000422866,9.97925e-7,0.00008280943,0.00002041505,0.02788958,0.04531772,0.005347454,0.9200202],"study_design_scores_gemma":[0.003005066,0.001022761,0.005517297,0.0005035964,0.00006554996,0.00009279317,0.0006896548,0.01985881,0.1621712,0.09171928,0.7144457,0.000908323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6712801,0.001121531,0.2306625,0.08449846,0.004136076,0.0005707489,0.00002812849,0.005323632,0.002378807],"genre_scores_gemma":[0.9877278,0.00004951103,0.01175631,0.0001091074,0.0001317269,0.0000286103,0.00004286512,0.00002276787,0.0001312891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9191119,"threshold_uncertainty_score":0.5591024,"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."}}