{"id":"W1590083472","doi":"10.1001/archotol.133.5.442","title":"Epidemiological Features and Prognostic Factors of Cutaneous Head and Neck Melanoma","year":2007,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Incidence (geometry); Epidemiology; Head and neck; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005440874,0.0001230244,0.0001534728,0.0004831055,0.000216951,0.0003865698,0.0001995852,0.0003147244,0.001593531],"category_scores_gemma":[0.001978018,0.0001922887,0.0002849308,0.0005058759,0.0002120218,0.0003090196,0.0002570692,0.0004680126,0.0001790992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977108,"about_ca_system_score_gemma":0.0002521475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110597,"about_ca_topic_score_gemma":0.002733767,"domain_scores_codex":[0.9997501,0.00007177562,0.00002438068,0.00004470007,0.00004816407,0.00006089764],"domain_scores_gemma":[0.9989973,0.0002295576,0.0004249077,0.00008390765,0.00009747076,0.0001669725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007358722,0.00001402194,0.9980308,0.000003474925,0.00002215652,0.00008346456,0.00001116406,0.00005989552,0.0001312988,0.00002252508,0.00006766686,0.001479938],"study_design_scores_gemma":[0.000002926606,0.00002978089,0.9989303,0.000003342971,0.00001248227,0.0004272165,0.00004003202,0.0002957608,0.00004662677,0.00003068869,0.0001784846,0.000002349946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978269,0.0008919651,0.0001344658,0.0001200599,0.00001324527,0.000005740048,0.0002136197,0.000005678452,0.0007883671],"genre_scores_gemma":[0.9995945,0.000124724,0.00002987311,0.000008623893,0.00001125812,0.0000017214,0.0001151716,7.685871e-7,0.0001133861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002110597,"threshold_uncertainty_score":0.005330861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233725946782221,"score_gpt":0.2733594336623064,"score_spread":0.2510221741944841,"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."}}