{"id":"W1974874998","doi":"10.2310/7070.2002.10807","title":"Outcome of Neck Dissection for Node-Positive Melanoma","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neck dissection; Dissection (medical); Surgery; Radiation therapy; Retrospective cohort study; Melanoma; Adjuvant radiotherapy; Tertiary care; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000555101,0.0001471909,0.0002518611,0.0004261928,0.0002538382,0.0002691769,0.0002340392,0.0002996229,0.001168815],"category_scores_gemma":[0.003635739,0.00008708802,0.0003018878,0.0002619794,0.0002414659,0.0002278279,0.0001756732,0.0002615901,0.0002433792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000443292,"about_ca_system_score_gemma":0.000320425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002544088,"about_ca_topic_score_gemma":0.004480657,"domain_scores_codex":[0.9997035,0.0000639099,0.00003536812,0.00004471163,0.00009149931,0.00006101979],"domain_scores_gemma":[0.9981567,0.0004184903,0.0008936741,0.0000590909,0.0001780556,0.0002940019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003110386,0.00003744444,0.9909162,0.00003406459,0.00006202313,0.001603748,0.00008093021,0.0001146131,0.0004703279,0.00001242078,0.0002198842,0.006137313],"study_design_scores_gemma":[0.00001831686,0.0003402045,0.9903942,0.00002310376,0.00005238662,0.008412831,0.0001149946,0.0001281817,0.0002196344,0.00001526216,0.0002758374,0.000005109167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983393,0.001020399,0.00004273487,0.00004618085,0.000007285711,0.000004648447,0.00009906049,0.000003846505,0.0004366914],"genre_scores_gemma":[0.9994712,0.0002076569,0.00002366646,0.00002356075,0.000009546851,0.00000274152,0.0001514387,0.000001159074,0.0001089629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002544088,"threshold_uncertainty_score":0.005058587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741210559043123,"score_gpt":0.3096259839300481,"score_spread":0.2722138783396169,"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."}}