{"id":"W4322008785","doi":"10.31219/osf.io/62bwf","title":"Cancer patients' perceptions of their disease and its treatment","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Lung Health Foundation","keywords":"Medicine; Malignancy; Disease; Palliative care; Cancer; Palliative treatment; Surgery; Family medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430864,0.0001117799,0.0001885371,0.0002843154,0.0009704294,0.001718654,0.0001531936,0.0005213013,0.004060651],"category_scores_gemma":[0.008333907,0.0001144941,0.0001860861,0.0002484238,0.001131443,0.0008847935,0.0007768876,0.001188967,0.0003088953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968526,"about_ca_system_score_gemma":0.0006194627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269953,"about_ca_topic_score_gemma":0.002913495,"domain_scores_codex":[0.998379,0.001017931,0.00009036898,0.00005087048,0.0003078794,0.0001539891],"domain_scores_gemma":[0.9954321,0.001666893,0.001113861,0.00007532059,0.0006150944,0.001096749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001031077,0.0003468164,0.5928882,0.0006054285,0.0002300036,0.002791917,0.2865318,0.0004710722,0.002554936,0.004872004,0.02509472,0.08258206],"study_design_scores_gemma":[0.0001380675,0.001417966,0.4264424,0.0005220682,0.0001540867,0.008951931,0.432501,0.000551181,0.0006568059,0.002055307,0.1264872,0.0001219721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701121,0.002476267,0.0001589336,0.005567243,0.0001082895,0.00001351364,0.00008917134,0.0000088216,0.02146572],"genre_scores_gemma":[0.9982881,0.0004416531,0.00003883896,0.0004461285,0.00002676508,0.00000369557,0.00002123415,0.000001861587,0.0007316252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004060651,"threshold_uncertainty_score":0.01358426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771482270388052,"score_gpt":0.4390074426266603,"score_spread":0.2618592155878551,"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."}}