{"id":"W4415283410","doi":"10.2196/74978","title":"Immersive Reality–Based Training Simulator for Dental Extraction: Protocol for a Randomized Pilot Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Pilot trial; Randomized controlled trial; Training (meteorology); Pilot test; Simulation training","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":[0.03336531,0.005170225,0.008965312,0.002433917,0.002426959,0.002812126,0.002562931,0.005219098,0.06871426],"category_scores_gemma":[0.02836448,0.002286343,0.003548654,0.002985638,0.003176813,0.002428123,0.001438653,0.005702881,0.0100811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436612,"about_ca_system_score_gemma":0.01146902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535838,"about_ca_topic_score_gemma":0.002515574,"domain_scores_codex":[0.9830557,0.009216542,0.002285837,0.001538312,0.002336655,0.00156708],"domain_scores_gemma":[0.9839532,0.004664147,0.003581879,0.002587631,0.003853171,0.001359977],"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":[0.7871369,0.0483061,0.00196152,0.03643527,0.002245775,0.0006196029,0.001250803,0.00436686,0.007110812,0.007811751,0.03268006,0.07007462],"study_design_scores_gemma":[0.7870622,0.1056172,0.00632541,0.006724395,0.001182939,0.0001519891,0.0005332514,0.004360337,0.003117826,0.005770784,0.07889959,0.0002541545],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001195413,0.0001103328,0.0008435212,0.0000641912,0.0001767924,0.9967973,0.0004833154,0.00004632934,0.0002828545],"genre_scores_gemma":[0.001022154,0.00004838053,0.001217588,0.00006434441,0.00001978983,0.9974226,0.00004293728,0.000003071758,0.000159178],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06871426,"threshold_uncertainty_score":0.2298721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4695710433569759,"score_gpt":0.655812489099715,"score_spread":0.1862414457427392,"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."}}