{"id":"W3199756208","doi":"10.1002/onco.13974","title":"Changes in Cancer Patients' and Caregivers' Disease Perceptions While Receiving Early Palliative Care: A Qualitative and Quantitative Analysis","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Cancer survivorship and care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Associazione Italiana Contro le Leucemie - Linfomi e Mieloma; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Sadness; Palliative care; Psychosocial; Optimism; Anxiety; Medicine; Intervention (counseling); Psychology; Thematic analysis; Learned helplessness; Disease; Cognition; Clinical psychology; Qualitative research; Psychotherapist; Nursing; Internal medicine; Psychiatry; Anger","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":[0.0001549381,0.0001260312,0.0003172767,0.0001038741,0.000144429,0.00003123825,0.00004607706,0.00004987306,0.0001419426],"category_scores_gemma":[0.0002291737,0.00009304651,0.00006400816,0.0006591252,0.0003157928,0.00005265469,0.00007557865,0.0001707647,0.000001755457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070715,"about_ca_system_score_gemma":0.0001621419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01105245,"about_ca_topic_score_gemma":0.3348171,"domain_scores_codex":[0.9988757,0.000350739,0.0001277266,0.0003065243,0.0001688816,0.0001704698],"domain_scores_gemma":[0.9989223,0.0004312249,0.00007549964,0.0001524569,0.0003026451,0.0001159047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002389773,0.00007661813,0.5852456,0.00007536473,0.0002471073,0.00002589662,0.4108578,0.000009373372,0.00003781246,0.0002355271,0.0001064284,0.002843517],"study_design_scores_gemma":[0.0006023191,0.0002282096,0.7259948,0.00007379142,0.00064057,1.640995e-7,0.2719453,0.00004118188,0.00000973475,0.00006526951,0.0003056124,0.00009309887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988235,0.004740007,0.00003184069,0.005781514,0.00009039313,0.0002734773,0.0003021959,0.00001681475,0.0005287835],"genre_scores_gemma":[0.9964519,0.002484089,0.00007659762,0.0003693097,0.00003503727,0.0001390518,0.00009215918,0.000009032789,0.0003428301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3237647,"threshold_uncertainty_score":0.995533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342108897153759,"score_gpt":0.3834297063083616,"score_spread":0.330008617336824,"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."}}