{"id":"W4225259221","doi":"10.3390/healthcare10050832","title":"Evaluating Patterns and Factors Related to Sleep Disturbances in Prostate Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Sleep and related disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Prostate cancer; Cancer; Prostate; Medicine; Oncology; Internal medicine; Computer science","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":[0.0002550414,0.000158861,0.0002594851,0.0006319496,0.0003365048,0.0003690897,0.0001318035,0.0001945792,0.0008113683],"category_scores_gemma":[0.001413008,0.000120704,0.0002447396,0.0006560804,0.0001465395,0.0002912332,0.0002741233,0.0002713421,0.0001147914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974501,"about_ca_system_score_gemma":0.0002247598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424368,"about_ca_topic_score_gemma":0.009072648,"domain_scores_codex":[0.999775,0.00006263643,0.00003845157,0.00002762319,0.00005532592,0.00004096339],"domain_scores_gemma":[0.9992441,0.0001299023,0.0003778772,0.00001956312,0.00007312946,0.0001555285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005246807,0.00002754724,0.9983771,0.000007324241,0.00001621078,0.00003035834,0.00005838896,0.00001327802,0.0001023973,0.000002492247,0.00002166976,0.001290761],"study_design_scores_gemma":[0.00000252114,0.0001411475,0.9993741,0.000002249713,0.000008231847,0.0001675265,0.0001700777,0.00004550164,0.00002555199,0.000003612294,0.00005795671,0.000001578508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994142,0.0002424583,0.00003558127,0.00001485097,0.000002416347,0.000009768144,0.00007216683,0.000001426647,0.0002071974],"genre_scores_gemma":[0.9996539,0.0001086636,0.00005171378,0.00001548845,0.000004032298,0.000004779818,0.00009506668,4.701015e-7,0.00006580487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004424368,"threshold_uncertainty_score":0.008797228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610709942081736,"score_gpt":0.3842517538722325,"score_spread":0.3481446544514152,"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."}}