{"id":"W4381925126","doi":"10.35680/2372-0247.1772","title":"Patient experiences through head and neck cancer: Information delivery combatting psychological distress","year":2023,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Patient experience; Information needs; Coping (psychology); Distress; Medicine; Survivorship curve; Patient satisfaction; Psychology; Nursing; Health care; Cancer; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003355443,0.0002508137,0.0003545366,0.0005434614,0.004046786,0.004266431,0.0005276715,0.001155466,0.003177817],"category_scores_gemma":[0.01784964,0.0002354569,0.0003124806,0.0009462188,0.00252365,0.002589265,0.00330826,0.001722156,0.0003480611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633647,"about_ca_system_score_gemma":0.003350503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008873376,"about_ca_topic_score_gemma":0.01235164,"domain_scores_codex":[0.996304,0.002581675,0.0001734742,0.0001151933,0.000426507,0.000399053],"domain_scores_gemma":[0.9923172,0.005389971,0.0007843868,0.0001843314,0.0004809087,0.0008432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000173556,0.0001082742,0.02454922,0.0003109627,0.00003765996,0.00199013,0.9387589,0.0001388915,0.0006264629,0.001018848,0.003467189,0.02881994],"study_design_scores_gemma":[0.00002288485,0.0003640536,0.01497523,0.0001947321,0.00004045193,0.00234055,0.9568515,0.0002092646,0.000426553,0.0005448037,0.02397401,0.00005604146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872376,0.001095979,0.0005397826,0.005541894,0.00005559182,0.00005159454,0.0001269911,0.00002686761,0.005323695],"genre_scores_gemma":[0.9972647,0.0006885281,0.0003524357,0.0006908251,0.000017043,0.00002724553,0.00004681459,0.0000100264,0.0009024958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008873376,"threshold_uncertainty_score":0.01910853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570532428802602,"score_gpt":0.3395591458449853,"score_spread":0.3038538215569592,"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."}}