{"id":"W3193736377","doi":"10.32920/ryerson.14657682.v1","title":"The role of hope in patients' use of cancer-related coping strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Coping (psychology); Harm; Psychology; Clinical psychology; Coping behavior; Disease; Medicine; Social psychology; 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":[0.001176809,0.0001362665,0.0001542215,0.0002978054,0.0002483717,0.0008774357,0.0001183125,0.0001584522,0.001178663],"category_scores_gemma":[0.006441293,0.0001140576,0.0002385624,0.0001836201,0.0004170459,0.0003498964,0.0005702499,0.0005858428,0.00006125983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533005,"about_ca_system_score_gemma":0.0002977884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005267434,"about_ca_topic_score_gemma":0.001166468,"domain_scores_codex":[0.9996465,0.0001959467,0.00002141854,0.00001853354,0.00006299666,0.00005443262],"domain_scores_gemma":[0.9979454,0.0009209653,0.0006627287,0.00006891317,0.00008957525,0.0003124341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008233296,0.0004343237,0.9158068,0.0001327826,0.0002690902,0.0002733799,0.01021298,0.0003646002,0.001425211,0.0012113,0.0006102039,0.06843597],"study_design_scores_gemma":[0.0000317423,0.0004434772,0.9922087,0.00005002602,0.0000609803,0.0003394484,0.004304925,0.0006471311,0.0002185672,0.0009620315,0.0007149903,0.00001785853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980721,0.0003726021,0.0001016782,0.0002179087,0.000006230958,0.000007822306,0.00002689073,0.000002150314,0.001192487],"genre_scores_gemma":[0.9997885,0.0000857477,0.00003895473,0.00001159164,0.000002155111,0.000002432953,0.00001018713,3.16275e-7,0.00006021843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178663,"threshold_uncertainty_score":0.006223619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155777237943699,"score_gpt":0.2974658442821381,"score_spread":0.2818881204877682,"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."}}