{"id":"W4221021090","doi":"10.3389/fpsyg.2022.816587","title":"Body Image Concerns in Patients With Head and Neck Cancer: A Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Public Health Ontario; University of Toronto; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé","keywords":"Anxiety; Suicidal ideation; Longitudinal study; Head and neck cancer; Psychology; Depression (economics); Body mass index; Medicine; Cancer; Psychiatry; Poison control; Internal medicine; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001371484,0.0001278752,0.0003514646,0.0002289789,0.0000499236,0.000006178078,0.00009554726,0.0000394602,0.0002090425],"category_scores_gemma":[0.000006373636,0.0001208147,0.00002121729,0.0003777911,0.00009588503,0.00004448624,0.00006334702,0.0003784542,8.476078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910072,"about_ca_system_score_gemma":0.00005512613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198194,"about_ca_topic_score_gemma":0.004482667,"domain_scores_codex":[0.9987952,0.0001128432,0.0001937416,0.000428421,0.0002009085,0.0002689009],"domain_scores_gemma":[0.9995893,0.000008785552,0.0000530977,0.0002516807,0.00002949299,0.00006770455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002936234,0.0007904102,0.977578,0.00001446642,0.00004834024,0.0001628992,0.00192363,0.000001519671,0.000002299196,0.000003152833,0.008596971,0.00794205],"study_design_scores_gemma":[0.01142422,0.002714184,0.9780315,0.00002173474,0.00003181379,0.000008157532,0.00258177,0.00001108328,7.761161e-7,0.00006089018,0.004991078,0.0001227978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950082,0.00106487,0.00009291188,0.0005276996,0.001599069,0.0006758051,0.00003478763,0.00001710554,0.0009795995],"genre_scores_gemma":[0.9984655,0.00005291326,0.0002814682,0.0007357582,0.00005061514,0.000279473,0.00002070871,0.00002025364,0.00009324322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00848799,"threshold_uncertainty_score":0.4926681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862130819403277,"score_gpt":0.3335520106500836,"score_spread":0.3149307024560508,"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."}}