{"id":"W3093936908","doi":"10.1007/978-3-030-54165-1_40","title":"Psychological and Psychiatric Support; When, Why and What to Do","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Psychiatry; Clinical psychology","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":[0.0004526765,0.0004262759,0.0004526879,0.0004361703,0.000615652,0.001942688,0.0004871991,0.00170382,0.02478296],"category_scores_gemma":[0.001188463,0.0001570416,0.0002339756,0.0004199062,0.0008749691,0.002018845,0.0006390784,0.003258484,0.007626971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204338,"about_ca_system_score_gemma":0.001348733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213848,"about_ca_topic_score_gemma":0.010184,"domain_scores_codex":[0.9998411,0.00006811342,0.000006613371,0.00001253858,0.00005516046,0.00001646799],"domain_scores_gemma":[0.9996868,0.0002097301,0.00001802576,0.000007686043,0.00003106777,0.00004666547],"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":[0.00002703498,0.0001166969,0.0001858068,0.000505911,0.00001234073,0.0002312035,0.0005158245,0.0001584115,0.0002015589,0.04071715,0.6625881,0.2947399],"study_design_scores_gemma":[0.00001262761,0.00002616078,0.000737417,0.001313136,0.00000801187,0.0007459066,0.0004893944,0.0001027801,0.0000454009,0.02854441,0.9679663,0.000008430967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001213042,0.3268912,0.002308044,0.1047366,0.01711574,0.00007471353,0.0002045031,0.0001024389,0.5473536],"genre_scores_gemma":[0.01637596,0.3314701,0.007089295,0.06333946,0.01618637,0.0002162811,0.0002616063,0.0001262551,0.5649348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02478296,"threshold_uncertainty_score":0.08290726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804697629980753,"score_gpt":0.2560204915662571,"score_spread":0.2379735152664496,"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."}}