{"id":"W2949781957","doi":"10.1002/pon.5144","title":"Oncology health care professionals' perspectives on the causes of mental health distress in cancer patients","year":2019,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Distress; Mental health; Loneliness; Grounded theory; Qualitative research; Medicine; Anxiety; Grief; Social support; Psycho-oncology; Disease; Health care; Psychology; Clinical psychology; Psychiatry; Psychotherapist; Psychosocial; Internal medicine","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":[0.005129746,0.0002307429,0.0002889024,0.0007227296,0.004592386,0.002334286,0.0004003362,0.001257394,0.002287426],"category_scores_gemma":[0.01625759,0.0002709572,0.0002933907,0.0006539031,0.003745721,0.00157659,0.003807284,0.002139184,0.0001650818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245211,"about_ca_system_score_gemma":0.004526605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802447,"about_ca_topic_score_gemma":0.009050837,"domain_scores_codex":[0.9941794,0.004030304,0.0002514831,0.0001406962,0.0006314083,0.0007667516],"domain_scores_gemma":[0.9878625,0.007771179,0.001827124,0.0001334415,0.0009257275,0.00148006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00010709,0.00005614605,0.0332561,0.0003614473,0.00002540649,0.002244486,0.9402983,0.00007444601,0.0007653404,0.00135913,0.003630319,0.01782173],"study_design_scores_gemma":[0.00001981373,0.000137753,0.01620845,0.0004065635,0.00002497486,0.001948053,0.9649045,0.00007932599,0.0002065443,0.0006024622,0.0154394,0.00002217907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673725,0.0041561,0.0005069621,0.01999418,0.0001912847,0.00004482519,0.0000451507,0.00001028647,0.007678644],"genre_scores_gemma":[0.9947836,0.001688125,0.0002199935,0.002660003,0.00006918556,0.00002935309,0.00001790935,0.000004606082,0.000527409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802447,"threshold_uncertainty_score":0.02712899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524425691788026,"score_gpt":0.4189707567416444,"score_spread":0.3937264998237642,"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."}}