{"id":"W2905655317","doi":"10.7759/cureus.3764","title":"Development, Evaluation, and Implementation of a New 3D Printed Tongue Depressor Dispenser","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Atlantic Canada Opportunities Agency","keywords":"Medicine; 3D printing; SAFER; 3d printed; Operations management; Tongue; 3d printer; Computer science; Biomedical engineering; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01735279,0.0005445376,0.0004204205,0.0009416856,0.0009853255,0.002630329,0.002749862,0.0009643951,0.004385571],"category_scores_gemma":[0.01597118,0.0004984934,0.0006089624,0.0003642779,0.001231954,0.002131101,0.002312318,0.001266859,0.0009560812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399526,"about_ca_system_score_gemma":0.007438857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003093095,"about_ca_topic_score_gemma":0.003305492,"domain_scores_codex":[0.9844051,0.007087249,0.001135384,0.0007682416,0.006010447,0.0005936127],"domain_scores_gemma":[0.991121,0.00357145,0.0008766974,0.001063228,0.002484821,0.0008828669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002172817,0.0116699,0.0106084,0.002587931,0.0001048262,0.001446325,0.01029265,0.01408134,0.09466635,0.01850618,0.003975802,0.8298874],"study_design_scores_gemma":[0.003353564,0.1201741,0.07874271,0.001821924,0.0006517805,0.003211563,0.02194238,0.08864462,0.4086333,0.006636044,0.265349,0.0008390401],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877355,0.0004607954,0.1561019,0.001838009,0.0002278271,0.01748067,0.000554686,0.001585789,0.03401481],"genre_scores_gemma":[0.4726104,0.0007833276,0.507262,0.0004522786,0.00004385011,0.003873222,0.0005655271,0.000213608,0.01419584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735279,"threshold_uncertainty_score":0.09177142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5395849525930435,"score_gpt":0.6853977766402558,"score_spread":0.1458128240472123,"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."}}