{"id":"W2293361320","doi":"","title":"Treatment of early-stage glottic cancer: meta-analysis comparison of laser excision versus radiotherapy.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001252193,0.0001432133,0.001597722,0.0001471678,0.00002762513,0.000003856667,0.0000912791,0.00004503101,0.0001348104],"category_scores_gemma":[0.00002383211,0.00009391026,0.0005338376,0.0004527102,0.00004699858,0.00003836743,0.00001124968,0.00003750639,7.811616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133471,"about_ca_system_score_gemma":0.00003600527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008406829,"about_ca_topic_score_gemma":0.0002710714,"domain_scores_codex":[0.9988097,0.00004262261,0.0003805147,0.0002435892,0.0003017882,0.0002217827],"domain_scores_gemma":[0.9990333,0.000103284,0.0001707326,0.0005179188,0.0000740878,0.0001006877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006785722,0.002660688,0.1149296,0.0001015117,0.2955963,0.00002432096,0.003193534,0.0004762697,0.0002830645,0.00004191785,0.001399511,0.5745076],"study_design_scores_gemma":[0.00638413,0.002327601,0.7944186,0.000004386442,0.1704426,4.377953e-7,0.0001389504,0.0004661774,0.01076772,0.000004143955,0.01488062,0.000164665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475347,0.04761377,0.00005284281,0.002151887,0.0001255762,0.0007649635,0.00008640792,0.00002794404,0.001641903],"genre_scores_gemma":[0.9962043,0.002041883,0.0002218262,0.0000538499,0.00005734654,0.000196751,0.00001138656,0.00000790139,0.001204725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.679489,"threshold_uncertainty_score":0.382955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749149424753294,"score_gpt":0.3892238014539794,"score_spread":0.21430885897865,"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."}}