{"id":"W4295487995","doi":"10.2196/36079","title":"Preliminary User Evaluation of a New Dental Technology Virtual Simulation System: Development and Validation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chongqing Medical University; National Natural Science Foundation of China","keywords":"Computer science","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":[0.005684443,0.0007398031,0.0006145106,0.0008373014,0.0003565745,0.0007426157,0.00110916,0.000725466,0.002708898],"category_scores_gemma":[0.01145216,0.0003247394,0.000636973,0.0002927897,0.0005205741,0.001115069,0.001050171,0.0003677168,0.0006231047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081159,"about_ca_system_score_gemma":0.0005947188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134076,"about_ca_topic_score_gemma":0.001161517,"domain_scores_codex":[0.9974699,0.001305253,0.0002588525,0.000257248,0.0005198614,0.0001889114],"domain_scores_gemma":[0.9939896,0.00247675,0.0002468205,0.000608008,0.002264749,0.0004141168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01046082,0.01772737,0.1845501,0.003564696,0.0007695683,0.001849907,0.02302558,0.03920798,0.1803682,0.002909266,0.00866043,0.5269061],"study_design_scores_gemma":[0.001872668,0.08968491,0.3339179,0.0007171346,0.001516995,0.003098518,0.009654497,0.3681705,0.1509736,0.0009040756,0.03884656,0.0006425009],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970291,0.0001134651,0.02676635,0.00006494846,0.00003942672,0.0008921258,0.0002040643,0.0003448296,0.001283708],"genre_scores_gemma":[0.9598932,0.0001846972,0.03586454,0.00008444102,0.00001675718,0.0008996474,0.0006954609,0.00007063801,0.00229073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005684443,"threshold_uncertainty_score":0.03006262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053021887872237,"score_gpt":0.3696595674016368,"score_spread":0.3291293485229144,"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."}}