{"id":"W2761467795","doi":"10.15171/joddd.2017.035","title":"Preliminary study of a novel dental hand instrument for restorative procedures","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Research Dental Clinics Dental Prospects","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Instrumentation (computer programming); Amalgam (chemistry); Task (project management); Carving; Dentistry; Restorative dentistry; Computer science; Medicine; Medical physics; Engineering; 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":[0.002213146,0.0008414376,0.0004986711,0.0006548539,0.0006236703,0.0005549148,0.001192805,0.0008955452,0.005765388],"category_scores_gemma":[0.003957809,0.0002752728,0.000820442,0.0002808647,0.001079359,0.001068059,0.0005615558,0.0006632474,0.0009438575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137714,"about_ca_system_score_gemma":0.0009392183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004106794,"about_ca_topic_score_gemma":0.0004969051,"domain_scores_codex":[0.9987199,0.0002885234,0.0001037785,0.0001840016,0.0005429678,0.0001606993],"domain_scores_gemma":[0.9981414,0.0008551554,0.0001809159,0.0001799677,0.0004147899,0.0002278075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005306229,0.006266484,0.01552267,0.002385325,0.00009964513,0.002800421,0.001702411,0.0008072511,0.6904799,0.001129043,0.001172769,0.2723278],"study_design_scores_gemma":[0.001106205,0.3102089,0.1477973,0.0005979725,0.0007191928,0.03107765,0.003336604,0.007231222,0.4367964,0.001585435,0.05929857,0.0002444717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632961,0.003703486,0.0264217,0.000324852,0.0002566257,0.001467883,0.000206767,0.0001278906,0.004194653],"genre_scores_gemma":[0.8846181,0.002129661,0.1063249,0.0003912927,0.0001830838,0.0006560948,0.0004562456,0.00005534267,0.00518518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005765388,"threshold_uncertainty_score":0.01928711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858871594025574,"score_gpt":0.4963390231345965,"score_spread":0.3104518637320391,"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."}}