{"id":"W4400201645","doi":"10.5114/pm.2024.140684","title":"Pathomechanisms of head and neck cancer pain","year":2024,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck cancer; Medicine; Head and neck; Neck pain; Cancer; Internal medicine; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006770418,0.0001501174,0.000306963,0.0001541182,0.00002329086,0.0000234931,0.00006046021,0.00004407311,0.0009005652],"category_scores_gemma":[0.0001499131,0.0001229156,0.00008650139,0.0002325904,0.00005495247,0.00005247994,0.00005075958,0.0001084747,0.00002878194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003119463,"about_ca_system_score_gemma":0.00007693702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052881,"about_ca_topic_score_gemma":0.00001920449,"domain_scores_codex":[0.9987806,0.00007656889,0.0002711496,0.000293927,0.0003624025,0.0002153458],"domain_scores_gemma":[0.9993883,0.00008415428,0.000043052,0.0002673524,0.00003906095,0.0001780367],"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":[0.0006144039,0.0009057585,0.08901577,0.02065089,0.001419016,0.002175081,0.003672387,0.00001054349,0.02062482,0.03853437,0.06840652,0.7539704],"study_design_scores_gemma":[0.01376683,0.003683366,0.3124568,0.01255966,0.005450937,0.00007636179,0.003650923,0.0714039,0.01278791,0.02795791,0.5341351,0.002070318],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648042,0.014589,0.005677858,0.007311137,0.0007664308,0.0009709725,0.0001206204,0.0002582007,0.005501607],"genre_scores_gemma":[0.9914654,0.0004833142,0.002566881,0.001184049,0.0001003463,0.00007154916,0.00002693849,0.00003684907,0.00406466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7519001,"threshold_uncertainty_score":0.9860558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246248524400036,"score_gpt":0.3176391784367378,"score_spread":0.2930143259967342,"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."}}