{"id":"W3030357093","doi":"","title":"Mode of Presentation of Laryngeal Cancer: A Single Radiotherapy Institute Experience in Iraq.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Glottis; Dysphagia; Larynx; Cancer; Radiation therapy; Presentation (obstetrics); Subglottis; Malignancy; Stridor; Surgery; Radiology; Internal medicine; Airway","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":[0.000367829,0.0002958984,0.0003159971,0.0005507226,0.001246791,0.0005984694,0.0005219086,0.0003862427,0.00266432],"category_scores_gemma":[0.001191908,0.0003082663,0.0003006737,0.0009672868,0.0004497847,0.0006538626,0.0008502744,0.0004533987,0.0005579479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037229,"about_ca_system_score_gemma":0.001201603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006886986,"about_ca_topic_score_gemma":0.0132244,"domain_scores_codex":[0.9996465,0.00005460523,0.00003778316,0.00006616459,0.00007370395,0.0001212806],"domain_scores_gemma":[0.9993411,0.00006491174,0.0003401528,0.00002987454,0.00007814141,0.0001458415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005542785,0.00006578235,0.9668322,0.0001658566,0.00003708994,0.01139106,0.004025317,0.00008633298,0.0009740438,0.00007705845,0.001624533,0.01466538],"study_design_scores_gemma":[0.00001110742,0.0003275587,0.8990915,0.0002017139,0.00005893298,0.07539365,0.0178165,0.0001788002,0.000449468,0.0001218893,0.00631254,0.00003631722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957748,0.002506146,0.0001654806,0.0004345983,0.00003105386,0.00002203528,0.0001425291,0.00001465892,0.0009085821],"genre_scores_gemma":[0.9977836,0.001364849,0.0001014456,0.0001873015,0.00002709747,0.00001255251,0.0001022072,0.000006469766,0.0004144876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006886986,"threshold_uncertainty_score":0.01369381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965055133333563,"score_gpt":0.339025856560892,"score_spread":0.2493753052275563,"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."}}