{"id":"W2491896985","doi":"10.4018/978-1-60960-780-7","title":"New Technologies for Advancing Healthcare and Clinical Practices","year":2011,"lang":"en","type":"book","venue":"IGI Global eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Business; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001352917,0.0002334634,0.0003186143,0.00004591316,0.00003321528,0.00002746304,0.0001745288,0.0006971146,0.000002901622],"category_scores_gemma":[0.0001850132,0.0002223399,0.00007985824,0.00002236572,0.00005076945,0.00004602602,0.0000492622,0.0003730029,0.00001281946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767987,"about_ca_system_score_gemma":0.000287139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006177412,"about_ca_topic_score_gemma":0.00009729801,"domain_scores_codex":[0.9990252,0.000005618348,0.0003189271,0.000261906,0.0000997452,0.0002885651],"domain_scores_gemma":[0.9993376,0.0001014671,0.0001302891,0.0002316189,0.00003563782,0.0001634119],"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":[0.00002392538,0.00001018776,0.00005950226,0.002534805,0.0001948823,0.000005837056,0.00007321266,0.000006126839,0.000007406894,0.1839209,0.23821,0.5749532],"study_design_scores_gemma":[0.0003375657,0.0002022288,0.0001181073,0.0006034436,0.000123732,0.00003130182,0.00005633534,0.0004181619,0.0000317886,0.2111452,0.7864312,0.000500923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0002995094,0.02472772,0.0324755,0.001588089,0.009250908,0.00150444,0.000230162,0.005665236,0.9242584],"genre_scores_gemma":[0.1235776,0.005807111,0.4282367,0.001511178,0.01481057,0.0006918524,0.0002362997,0.001024185,0.4241045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5744523,"threshold_uncertainty_score":0.9066759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335092610933301,"score_gpt":0.3182573938972732,"score_spread":0.2847481328039431,"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."}}