{"id":"W2949648744","doi":"10.1002/hed.25838","title":"Primary organ preservation vs total laryngectomy for T4a larynx cancer","year":2019,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Laryngectomy; Medicine; Larynx; Chemoradiotherapy; Radiation therapy; Cancer; Confidence interval; Surgery; Internal medicine","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":[0.0008467755,0.0001705235,0.0004730571,0.0003112449,0.0002303758,0.0004967218,0.0002993754,0.000282125,0.003560003],"category_scores_gemma":[0.001360848,0.00005610166,0.0009815211,0.0003209129,0.0003641232,0.000312982,0.000370966,0.000290585,0.000241579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008417837,"about_ca_system_score_gemma":0.001008744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379231,"about_ca_topic_score_gemma":0.003261377,"domain_scores_codex":[0.9997131,0.00007441502,0.00002995071,0.00005547264,0.00005478477,0.00007224613],"domain_scores_gemma":[0.9991204,0.0003306826,0.0002755762,0.00002521071,0.00004433789,0.0002037795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01795485,0.000340237,0.8402062,0.001606038,0.001840683,0.000957139,0.0001550477,0.00184492,0.003112487,0.0003460624,0.001930403,0.1297059],"study_design_scores_gemma":[0.000757933,0.01450864,0.9685177,0.0006865405,0.002855102,0.003526362,0.0005282243,0.001315401,0.002199413,0.0008099579,0.004271429,0.00002338084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795341,0.01755415,0.0002964073,0.0005154351,0.000119135,0.0000251784,0.0003896005,0.00001583475,0.001550169],"genre_scores_gemma":[0.9975238,0.001783894,0.00007809875,0.00009722764,0.0000969925,0.00001203252,0.0002320051,0.000002555331,0.0001732513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003560003,"threshold_uncertainty_score":0.01190943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533874734359898,"score_gpt":0.3155141292189226,"score_spread":0.2901753818753237,"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."}}