{"id":"W2742236764","doi":"10.2196/resprot.7414","title":"Impact of a Tutored Theoretical-Practical Training to Develop Undergraduate Students’ Skills for the Detection of Caries Lesions: Study Protocol for a Multicenter Controlled Randomized Study","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Protocol (science); Medical education; Randomized controlled trial; Medical physics; Medicine; Multicenter study; Psychology; Computer science; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03549221,0.004001817,0.009604371,0.002839712,0.002211881,0.002418699,0.002888581,0.005697573,0.02258825],"category_scores_gemma":[0.0288996,0.001945311,0.003504166,0.003041304,0.003069028,0.002107346,0.001559863,0.003423537,0.003874377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930125,"about_ca_system_score_gemma":0.01075261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101303,"about_ca_topic_score_gemma":0.001673614,"domain_scores_codex":[0.9713184,0.01850497,0.003065563,0.001908088,0.003394917,0.001808022],"domain_scores_gemma":[0.9837291,0.005063363,0.003681162,0.002389028,0.00332327,0.001814031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8616967,0.08215961,0.001837855,0.007437717,0.001305946,0.0001894047,0.0004234932,0.001802674,0.006258394,0.00150044,0.0030084,0.03237945],"study_design_scores_gemma":[0.7602567,0.2200529,0.004780899,0.0007723199,0.0007344956,0.00004378052,0.0001942055,0.00133577,0.002204643,0.0008667192,0.008662503,0.00009512482],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008562689,0.0001546294,0.001143244,0.00006272667,0.00018315,0.989283,0.0003139757,0.00004024366,0.0002564515],"genre_scores_gemma":[0.00653142,0.0001353108,0.003081415,0.0001286756,0.00006219709,0.9897149,0.00007994632,0.000004232481,0.0002619667],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03549221,"threshold_uncertainty_score":0.187703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3140545696282203,"score_gpt":0.6493212561913297,"score_spread":0.3352666865631095,"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."}}