{"id":"W4400824445","doi":"10.1080/17549507.2024.2360065","title":"Long-term impact of aerodigestive symptoms on adults with oesophageal cancer: A qualitative study","year":2024,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Trinity College Dublin","keywords":"Medicine; Cancer; Term (time); Qualitative research; Gastroesophageal Junction; Internal medicine; Gastroenterology; Adenocarcinoma","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":[0.0004097351,0.0002109572,0.0004674872,0.0005750141,0.00002011617,0.00003024387,0.0002348475,0.00006047243,0.0005972813],"category_scores_gemma":[0.0001397634,0.0001279412,0.0002445615,0.0001940159,0.000133453,0.0001345752,0.0000447133,0.0004691934,0.0000200953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454773,"about_ca_system_score_gemma":0.0007100754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000366894,"about_ca_topic_score_gemma":0.0001490214,"domain_scores_codex":[0.9979457,0.0001866827,0.0004639512,0.0002578699,0.0009125911,0.0002331613],"domain_scores_gemma":[0.9983926,0.0002540459,0.0002710393,0.0001553239,0.0007097951,0.0002171368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02292763,0.002916515,0.3883172,0.0001545739,0.007783196,0.3221933,0.1364251,0.00007992893,0.001904204,0.0001102976,0.0001709502,0.117017],"study_design_scores_gemma":[0.01190127,0.04996931,0.902975,0.002532339,0.0004735175,0.01098525,0.01134449,0.00002908471,0.009504021,0.00007396338,0.000002370464,0.0002093644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899137,0.008394832,0.00006659859,0.0004758351,0.0003429937,0.0004189097,0.0001813246,0.00001871999,0.00018709],"genre_scores_gemma":[0.9987578,0.0001800973,0.0001669024,0.00005742775,0.0005564658,0.00002414953,0.00002637087,0.00002793689,0.0002028567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146578,"threshold_uncertainty_score":0.6539812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777505718610475,"score_gpt":0.4330913115676556,"score_spread":0.4153162543815508,"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."}}