{"id":"W4394115040","doi":"10.6084/m9.figshare.19904635","title":"Predictors of Emotional and Physical Symptoms Reported by Cancer Patients","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cancer; Clinical psychology; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001703559,0.0005746407,0.001007465,0.001889647,0.0004586302,0.001369872,0.001388925,0.001107915,0.02842206],"category_scores_gemma":[0.01464235,0.0003653369,0.001068783,0.005022487,0.0002408444,0.0007165485,0.001237525,0.001343097,0.01026267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014613,"about_ca_system_score_gemma":0.001139836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05014336,"about_ca_topic_score_gemma":0.04625519,"domain_scores_codex":[0.9982742,0.0004516153,0.0003059622,0.000433803,0.0003240948,0.0002103487],"domain_scores_gemma":[0.993961,0.002446418,0.001309454,0.000631502,0.00118344,0.0004682606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001058124,0.0002051612,0.3140866,0.002283624,0.0006031085,0.0001128252,0.0001913483,0.001016881,0.0001112049,0.0004131898,0.6648297,0.01508831],"study_design_scores_gemma":[0.0009496948,0.0001264672,0.8189995,0.001058655,0.0003706584,0.0003185627,0.0005147604,0.002145369,0.0002244877,0.000527487,0.1746726,0.00009188642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01351152,0.000428652,0.0000702896,0.0003177676,0.00004107858,0.00003303333,0.984406,0.00006087962,0.001130727],"genre_scores_gemma":[0.04376464,0.0003797031,0.0002972421,0.0001986437,0.00003271034,0.0002876969,0.9538079,0.00004377612,0.0011877],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05014336,"threshold_uncertainty_score":0.09970301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097606728600252,"score_gpt":0.4402765536902373,"score_spread":0.3793004864042347,"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."}}