{"id":"W7047502276","doi":"","title":"GP detection of patient psychological distress and longitudinal patient-doctor relationships: a cross-sectional study","year":2012,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Psychological distress; Distress; Depression (economics); Psychological stress; Longitudinal data; Anxiety; Psychological intervention; Longitudinal study; Disease","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":[0.001743574,0.0003161628,0.0005936784,0.001043831,0.001648892,0.001431023,0.0005456437,0.001880886,0.001979836],"category_scores_gemma":[0.00965774,0.001103192,0.0008335821,0.00180958,0.0008345935,0.001980986,0.001323323,0.002545306,0.0004636878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007858624,"about_ca_system_score_gemma":0.001032358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022447,"about_ca_topic_score_gemma":0.01423109,"domain_scores_codex":[0.9979977,0.0008682581,0.000242286,0.0002818862,0.0002835995,0.0003261074],"domain_scores_gemma":[0.9930894,0.001711089,0.002441383,0.0004428937,0.0006057993,0.001709585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008414125,0.0002283167,0.9982746,0.000009544774,0.00005362516,0.0000721148,0.0006540552,0.00001408036,0.00006571169,0.00000942405,0.00007617073,0.0004582223],"study_design_scores_gemma":[0.00001252996,0.0004475205,0.9975132,0.000008234702,0.00003595004,0.0001950969,0.001579875,0.0000605028,0.00001862346,0.0000132977,0.0001058341,0.000009393963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993325,0.0001258673,0.00004345916,0.0001179113,0.000009185455,0.00001540172,0.0001543786,0.000001670704,0.0001995508],"genre_scores_gemma":[0.999295,0.0001247306,0.0001149615,0.0001470214,0.00001358304,0.00002353495,0.0001573554,0.000001682971,0.0001220455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022447,"threshold_uncertainty_score":0.02032989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08215572474317834,"score_gpt":0.3490195291131617,"score_spread":0.2668638043699834,"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."}}