{"id":"W7029587749","doi":"","title":"Knowledge translation for treatment planning in restorative and prosthetic dentistry","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Restorative dentistry; Amalgam (chemistry); Evidence-based dentistry; Radiation treatment planning; Clinical Practice; Curriculum; Best evidence; Evidence-based practice","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001590158,0.0004903867,0.0005570825,0.000182463,0.001577816,0.0001211722,0.000127809,0.0002433073,0.00009573296],"category_scores_gemma":[0.00007054449,0.0003662399,0.000175063,0.00006068496,0.00009130526,0.0004927831,0.00001340257,0.0002034162,0.00004484546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006512723,"about_ca_system_score_gemma":0.00002403673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357138,"about_ca_topic_score_gemma":0.007425517,"domain_scores_codex":[0.9982239,0.0001201988,0.0005113357,0.0005967429,0.0001809695,0.0003668249],"domain_scores_gemma":[0.9990863,0.0002128463,0.0002340464,0.0001612529,0.0002050352,0.0001005116],"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":[0.001287081,0.0007095575,0.00008897796,0.001346903,0.0005082511,0.00007757038,0.03417355,0.000001200485,0.004271851,0.2890387,0.0001066319,0.6683897],"study_design_scores_gemma":[0.001723447,0.0005287458,0.0002898837,0.0009168635,0.0001873692,0.000005589685,0.00497984,0.000002957339,0.001423716,0.01132637,0.9778808,0.0007343721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7680537,0.008966361,9.233899e-8,0.00002290179,0.001726695,0.001303344,0.001395344,0.0001104369,0.2184212],"genre_scores_gemma":[0.8977026,0.0003385776,0.00006050132,0.00002033006,0.0002065389,0.0007143247,0.0007142302,0.00007837387,0.1001646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9777742,"threshold_uncertainty_score":0.9998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08266277827106114,"score_gpt":0.2929835258281336,"score_spread":0.2103207475570724,"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."}}