{"id":"W2994980682","doi":"10.1097/jce.0000000000000387","title":"The 3-Dimensional Printing Program at the Biomedical Engineering Department at Niagara Health","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Engineering","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara Health System; Regional Municipality of Niagara","funders":"","keywords":"General partnership; Engine department; Cover (algebra); Engineering management; Clinical engineering; Engineering; Business; Health care; Political science; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044579,0.0005948727,0.0002776665,0.0008305427,0.001802712,0.002311201,0.0008063614,0.001141911,0.1035558],"category_scores_gemma":[0.002617075,0.0003653254,0.0003799412,0.0005025063,0.000814534,0.0007200138,0.002200663,0.002049016,0.02188275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800274,"about_ca_system_score_gemma":0.008859586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435373,"about_ca_topic_score_gemma":0.04075587,"domain_scores_codex":[0.9988135,0.0002178287,0.00004704034,0.0002014703,0.0005728659,0.0001473655],"domain_scores_gemma":[0.9946491,0.0007877995,0.0002653766,0.0004530964,0.001484069,0.002360638],"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":[0.0006331614,0.0007499581,0.01267334,0.0003266853,0.00002211846,0.001556785,0.001470358,0.0006808356,0.01375651,0.004090765,0.4494582,0.5145812],"study_design_scores_gemma":[0.0001352487,0.0005013644,0.02106538,0.0002606999,0.00002389717,0.002321111,0.0006630276,0.001322959,0.008472576,0.001001558,0.9641495,0.00008252078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09265458,0.01156444,0.04871206,0.07790853,0.006199758,0.001253246,0.00317109,0.006954066,0.7515823],"genre_scores_gemma":[0.166076,0.01422426,0.06769715,0.01106467,0.001474607,0.001139404,0.001898446,0.001357039,0.7350685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1035558,"threshold_uncertainty_score":0.3464286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626626097048621,"score_gpt":0.3130536736056685,"score_spread":0.2967874126351823,"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."}}