{"id":"W4378071961","doi":"10.3389/fpain.2023.1150749","title":"Preclinical orofacial pain assays and measures and chronic primary orofacial pain research: where we are and where we need to go","year":2023,"lang":"en","type":"review","venue":"Frontiers in Pain Research","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Orofacial pain; Etiology; Medicine; Pathophysiology; Chronic pain; Chronic fatigue syndrome; Burning mouth syndrome; Physical therapy; Bioinformatics; Dermatology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.09411314,0.0009941529,0.003647381,0.002389889,0.000728877,0.0003493133,0.0006839915,0.00171358,0.00008893268],"category_scores_gemma":[0.01756438,0.0008196405,0.000343273,0.002307511,0.0009977896,0.0001589359,0.001193305,0.004642685,0.00008191262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014912,"about_ca_system_score_gemma":0.002452807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461515,"about_ca_topic_score_gemma":0.001661862,"domain_scores_codex":[0.963821,0.02684657,0.001435965,0.002299474,0.003150309,0.002446683],"domain_scores_gemma":[0.9885467,0.008095674,0.0002467703,0.001161244,0.0005108112,0.001438782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003484623,0.0002201562,0.006581771,0.03727857,0.0005317723,0.0008585787,0.0004170804,2.072317e-7,0.000003175196,0.0000381264,0.2490894,0.7046327],"study_design_scores_gemma":[0.0023835,0.002349002,0.0005441084,0.05525738,0.0002313002,0.00002382543,0.00210489,0.000301281,7.384714e-7,0.001591966,0.9345469,0.0006650837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007856411,0.9853463,0.001341307,0.005301398,0.0004047196,0.00675305,0.0002231148,0.0001330478,0.0004184759],"genre_scores_gemma":[0.00002788833,0.9830477,0.003449836,0.0001441396,0.0008707499,0.001493241,0.0001626287,0.0002773117,0.01052654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7039676,"threshold_uncertainty_score":0.9995824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2941394078566695,"score_gpt":0.463648110278136,"score_spread":0.1695087024214664,"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."}}