{"id":"W2924990228","doi":"10.21815/jde.019.075","title":"The Culture of Certainty in Dentistry and Its Impact on Dental Education and Practice","year":2019,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certainty; Dental care; Dental education; Dental practice; Dentistry; Medicine; Psychology; Medical education; Philosophy; Epistemology","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":[0.01231252,0.0002453451,0.0004933254,0.001311774,0.01219385,0.01979596,0.0009882578,0.002744341,0.001855194],"category_scores_gemma":[0.03936854,0.0003683494,0.0003657894,0.00128589,0.0356124,0.008121962,0.01187986,0.009955492,0.0002650506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007004973,"about_ca_system_score_gemma":0.00996046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00835862,"about_ca_topic_score_gemma":0.00936876,"domain_scores_codex":[0.9755043,0.01538828,0.0008148462,0.0005730464,0.00600283,0.001716732],"domain_scores_gemma":[0.9666245,0.0206436,0.005058218,0.00119105,0.002967185,0.00351545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004087179,0.0001407538,0.01336557,0.0002283322,0.00004422199,0.0005924645,0.382318,0.0003433578,0.0003829619,0.5216865,0.01735024,0.06350673],"study_design_scores_gemma":[0.00003206374,0.0001338976,0.01545977,0.001379624,0.00004439213,0.001181142,0.4760855,0.000623677,0.0006007151,0.2305082,0.2737692,0.0001817519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.185038,0.02978237,0.008284121,0.5168045,0.005114337,0.00004297325,0.00002507332,0.00005814396,0.2548503],"genre_scores_gemma":[0.9739033,0.007826628,0.001558863,0.01244569,0.0007815175,0.00002360238,0.000004798846,0.00002541494,0.003430168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01979596,"threshold_uncertainty_score":0.06511557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215777622160913,"score_gpt":0.4155374564301642,"score_spread":0.403379680208555,"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."}}