{"id":"W2125174171","doi":"10.1016/j.psym.2015.04.001","title":"Updates in Psychosomatic Medicine: 2014","year":2015,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Psychosomatic medicine; Subspecialty; Specialty; Alternative medicine; Medical education; Medicine; MEDLINE; Psychosomatics; Family medicine; Psychology; Psychiatry; Pathology","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":[0.003562138,0.001035282,0.001773953,0.00666692,0.00110587,0.005079592,0.001846665,0.00436308,0.08412419],"category_scores_gemma":[0.01837555,0.0005794229,0.001074035,0.004096718,0.0009345613,0.003559517,0.002557793,0.004468898,0.03119481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508679,"about_ca_system_score_gemma":0.003898354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287766,"about_ca_topic_score_gemma":0.009840769,"domain_scores_codex":[0.9976756,0.000477683,0.0004329392,0.0001805899,0.0009647423,0.0002684378],"domain_scores_gemma":[0.9846646,0.003712553,0.001470758,0.000517707,0.006852283,0.002782124],"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":[0.0000850331,0.00003659583,0.0002837864,0.0007727679,0.00001654917,0.00004620494,0.00001550357,0.00003605569,0.00009311357,0.0003917789,0.8804911,0.1177314],"study_design_scores_gemma":[0.00003395982,0.00002410076,0.00169967,0.0009468764,0.00003376071,0.0001305234,0.00003586376,0.00003958463,0.00006190889,0.00026283,0.9967193,0.00001162319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.001386919,0.1726998,0.0009900184,0.1252773,0.6017137,0.0001524236,0.00294713,0.0007106611,0.09412209],"genre_scores_gemma":[0.00911817,0.2157422,0.002774538,0.06742101,0.4844664,0.0001839049,0.005937348,0.0002486359,0.2141079],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08412419,"threshold_uncertainty_score":0.2814234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07729496424530997,"score_gpt":0.4214945261818355,"score_spread":0.3441995619365256,"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."}}