{"id":"W4394424225","doi":"10.6084/m9.figshare.20003114","title":"RANK, RANKL, and OPG in Dentigerous Cyst, Odontogenic Keratocyst, and Ameloblastoma: A Meta-Analysis","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Keratocyst; Ameloblastoma; Dentigerous cyst; Odontogenic; Odontogenic cyst; Rank (graph theory); Medicine; Dentistry; Pathology; Mathematics; Molar","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002115943,0.0005970732,0.002117564,0.0007022569,0.0002002383,0.0002083993,0.0005250531,0.0005167869,0.7261778],"category_scores_gemma":[0.0004595653,0.0005519936,0.00090884,0.0008904777,0.00003473643,0.0001641425,0.00113334,0.0008425508,0.001228217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006764325,"about_ca_system_score_gemma":0.00007477446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469513,"about_ca_topic_score_gemma":0.01505659,"domain_scores_codex":[0.9968517,0.000396608,0.0006635655,0.001103344,0.0004738917,0.0005108746],"domain_scores_gemma":[0.9983976,0.0001574805,0.0003900562,0.0007963664,0.00007046058,0.000187987],"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":[0.00005396896,0.0000633605,0.00004091974,0.0003617625,0.01341823,0.004470884,0.00002454891,0.00000621453,0.000005412121,5.973276e-7,0.9814462,0.0001078998],"study_design_scores_gemma":[0.0007392505,0.00007126825,0.001759843,0.00002342776,0.0334321,0.0005816799,0.00002691867,0.00000565429,0.000003439139,0.00001551526,0.9627919,0.000548953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005270254,0.01449247,1.707089e-7,0.00003085118,0.000133276,0.0005813894,0.9841372,0.00006853767,0.0000291104],"genre_scores_gemma":[0.0005593572,0.0001112476,0.00001100829,0.0003284187,0.00006678597,0.0009337473,0.9968954,0.00004718689,0.001046787],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7249495,"threshold_uncertainty_score":0.9996932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07155050832166675,"score_gpt":0.3025508708901366,"score_spread":0.2310003625684698,"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."}}