{"id":"W3176254619","doi":"10.14338/ijpt-20-00081.1","title":"Patient-Reported Outcomes after Intensity-Modulated Proton Therapy for Oropharynx Cancer","year":2021,"lang":"en","type":"article","venue":"International Journal of Particle Therapy","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Context (archaeology); Proton therapy; Induction chemotherapy; Head and neck; Prospective cohort study; Cancer; Clinical trial; Radiation therapy; Internal medicine; Surgery; Physical therapy","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":[0.002016151,0.0002800587,0.0005336305,0.0004686943,0.0002550191,0.0005179704,0.0002934528,0.0003432848,0.000750309],"category_scores_gemma":[0.005370632,0.0000893738,0.0007867695,0.0007166271,0.0002312164,0.0005250053,0.0005045845,0.0004845555,0.0001248292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025084,"about_ca_system_score_gemma":0.0003043967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131675,"about_ca_topic_score_gemma":0.002342246,"domain_scores_codex":[0.9988901,0.0004800908,0.0001469115,0.0001353744,0.0002287758,0.0001187131],"domain_scores_gemma":[0.9952077,0.0006404702,0.003317574,0.0001102638,0.0003720286,0.0003519311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189341,0.0002323447,0.987308,0.0001354388,0.0004363699,0.00007158887,0.0001443203,0.0004258764,0.0002197627,0.00001512708,0.0002825461,0.009539302],"study_design_scores_gemma":[0.00005500934,0.001431569,0.9971626,0.00002160167,0.0001653988,0.0002077464,0.00009571426,0.000370216,0.00017461,0.00001675554,0.0002886789,0.00001005031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972927,0.001014228,0.0001117372,0.0000739671,0.00001290915,0.0000424765,0.0009068401,0.000007683374,0.000537309],"genre_scores_gemma":[0.998768,0.0001671837,0.00008529855,0.00002889158,0.00001119955,0.00002857869,0.0008110515,0.000001527951,0.00009824923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016151,"threshold_uncertainty_score":0.01066256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043446826785782,"score_gpt":0.3768276183349463,"score_spread":0.3333807915491643,"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."}}