{"id":"W4383875322","doi":"10.1111/edt.12866","title":"Pain management, pediatric dental injuries, and dental trauma education","year":2023,"lang":"en","type":"letter","venue":"Dental Traumatology","topic":"Dental Trauma and Treatments","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental trauma; Medicine; Medical emergency; Dentistry; Occupational safety and health; Human factors and ergonomics; Injury prevention; Suicide prevention; Poison control; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005526182,0.0009520949,0.001142095,0.001098518,0.001060784,0.00007188009,0.0006449413,0.002024668,0.0007387835],"category_scores_gemma":[0.0000480056,0.0009662238,0.0003157698,0.000634952,0.0002896663,0.0002670446,0.0005056594,0.002847376,0.00583223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821684,"about_ca_system_score_gemma":0.0001957111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006556204,"about_ca_topic_score_gemma":0.001217095,"domain_scores_codex":[0.9935557,0.001469305,0.001334415,0.001376541,0.0006770952,0.001586947],"domain_scores_gemma":[0.9975767,0.0007698281,0.000635746,0.0006613652,0.00006282755,0.0002935785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004773791,0.0002331457,0.4041477,0.001608111,0.0002759667,0.001284297,0.0003939849,2.785202e-8,0.000001010158,0.0002881438,0.5848729,0.006846964],"study_design_scores_gemma":[0.006326031,0.0004607888,0.3489252,0.0008982652,0.001563528,0.001166792,0.01823921,0.00001210869,0.000016073,0.002194094,0.6179345,0.002263346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217775,0.002110574,0.00002453955,0.02355845,0.01608623,0.00461117,0.0008458887,0.001096154,0.02988951],"genre_scores_gemma":[0.5026405,0.002459078,0.0007024452,0.3835708,0.008987715,0.004418623,0.01582889,0.0009533684,0.08043849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4191369,"threshold_uncertainty_score":0.9994531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517827950514988,"score_gpt":0.3814865334046141,"score_spread":0.3363082538994643,"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."}}