{"id":"W4387264431","doi":"10.3390/curroncol30100647","title":"Unraveling the Mysteries of Perineural Invasion in Benign and Malignant Conditions","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perineural invasion; Medicine; Malignancy; Pathology; Clinical significance; Ex vivo; In vivo; Bioinformatics; Cancer research; Internal medicine; Cancer; Biology","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":[0.0006317259,0.0005457287,0.0008095942,0.002282443,0.0003728159,0.001204734,0.000602031,0.001136184,0.002107155],"category_scores_gemma":[0.001223108,0.0002175477,0.0004683202,0.001888337,0.0008304822,0.002391392,0.00073702,0.002114591,0.0007403564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006616871,"about_ca_system_score_gemma":0.001532346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432472,"about_ca_topic_score_gemma":0.002558496,"domain_scores_codex":[0.9998009,0.00004090952,0.00003304478,0.00003329169,0.00007148449,0.00002038381],"domain_scores_gemma":[0.9994271,0.0003323686,0.00006204127,0.00001544862,0.0001281403,0.00003485767],"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":[0.00004507166,0.00003414119,0.0003857136,0.01675171,0.00006956346,0.0004161584,0.000185065,0.0003242118,0.001125061,0.009250561,0.02771669,0.943696],"study_design_scores_gemma":[0.000006397507,0.00005784985,0.001217919,0.006792455,0.00008422499,0.003565534,0.0002176698,0.0001122353,0.0003800468,0.005115939,0.9824277,0.00002201448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001236486,0.9980823,0.0001143534,0.0006463826,0.0002515386,0.000001970739,0.000008828996,0.000003960066,0.0007669613],"genre_scores_gemma":[0.0008439145,0.9980651,0.0001765198,0.0003267713,0.0002657993,0.000002790623,0.00001693352,0.000001167198,0.0003011039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002282443,"threshold_uncertainty_score":0.007049084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4192261529291039,"score_gpt":0.5227237417194837,"score_spread":0.1034975887903798,"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."}}