{"id":"W7048059208","doi":"","title":"The Influence of Neighbourhood Deprivation on Health Related Quality of Life In Advanced Arthritis","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Poverty; Socioeconomic status; Public health; Social deprivation; Quality of life (healthcare); Mental health; Social determinants of health","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":[0.0008374298,0.0001578764,0.000430708,0.0005349212,0.001277139,0.001204962,0.0004498548,0.000286315,0.002537263],"category_scores_gemma":[0.004407926,0.0001243697,0.00072593,0.0007519317,0.0006063767,0.00046606,0.002243008,0.0007875608,0.0001456412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490752,"about_ca_system_score_gemma":0.002136392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2077984,"about_ca_topic_score_gemma":0.3454309,"domain_scores_codex":[0.9990357,0.000404907,0.00004259378,0.0000600523,0.0001737581,0.0002829636],"domain_scores_gemma":[0.9983658,0.0004134245,0.0003530738,0.00006980106,0.0001808638,0.0006169336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112055,0.0001096911,0.9839511,0.00005313436,0.0001492514,0.000171598,0.0009883123,0.0003340781,0.00007540106,0.0003290893,0.0006706475,0.01305648],"study_design_scores_gemma":[0.000001967077,0.00005346513,0.9979624,0.00002456931,0.00002239695,0.00005324252,0.001169511,0.00023055,0.00001572288,0.0001864577,0.0002740809,0.000005646108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947149,0.00166971,0.0001122965,0.0008380972,0.00002285251,0.000008218724,0.0002294562,0.000002883877,0.002401539],"genre_scores_gemma":[0.9991705,0.0004300494,0.00005536386,0.00004405207,0.000007989646,0.000003925805,0.00008235742,0.000001223986,0.0002044797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2077984,"threshold_uncertainty_score":0.4131777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257726515301463,"score_gpt":0.2496009459973946,"score_spread":0.23702368084438,"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."}}