{"id":"W4313679240","doi":"10.7759/cureus.33483","title":"Assessment of Modality and Accuracy of Single Root Canal Treatment Performed by Undergraduate Students in Saudi Arabia: A Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Root canal; Dentistry; Perforation; Radiography; Randomized controlled trial; Orthodontics; Surgery","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":[0.000916071,0.0002952863,0.0004327637,0.00208576,0.0004378838,0.0006601586,0.00049863,0.000458576,0.001569878],"category_scores_gemma":[0.00407216,0.0003183223,0.0003790623,0.001639893,0.000506271,0.0006456794,0.0006018907,0.0002791231,0.0003359829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006154085,"about_ca_system_score_gemma":0.0006149562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009426738,"about_ca_topic_score_gemma":0.007828175,"domain_scores_codex":[0.9987601,0.0002189487,0.000294467,0.0001799895,0.0003968466,0.0001496834],"domain_scores_gemma":[0.9947171,0.0008607872,0.002677821,0.0002702451,0.001091896,0.0003822677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004620133,0.00002608852,0.9966195,0.00003676245,0.00001656579,0.0001600434,0.0003844629,0.00001286918,0.0002000474,0.000008844495,0.00003326939,0.002455357],"study_design_scores_gemma":[0.000003027215,0.0002195771,0.9950182,0.00003674772,0.00002985211,0.002019239,0.001900235,0.0001232087,0.0001974439,0.00001199515,0.0004309357,0.000009455848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.0004562059,0.00004491677,0.00001975826,0.000002253863,0.00001067376,0.00009301976,0.000001857294,0.0001939138],"genre_scores_gemma":[0.9993784,0.0003546312,0.00006772593,0.00001651439,0.000005459358,0.000005502344,0.0001029127,0.000001075776,0.0000676544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009426738,"threshold_uncertainty_score":0.01874375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659632945954273,"score_gpt":0.364367761912019,"score_spread":0.3277714324524763,"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."}}