{"id":"W2966707803","doi":"10.1016/j.jpsychores.2019.109784","title":"The development of psychosomatic and Liaison Psychiatry units in Spain: A national enquiry","year":2019,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychosocial; Coronavirus disease 2019 (COVID-19); Psychological intervention; German; Pandemic; Health care; Psychology; Quarter (Canadian coin); Medicine; Nursing; Family medicine; Medical education; Psychiatry; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0079096,0.0001619982,0.0003889813,0.0007800129,0.0001870482,0.00005051767,0.0005816972,0.0001301366,0.0003161199],"category_scores_gemma":[0.0003055994,0.0001122668,0.00006973709,0.001205972,0.000181652,0.0001468737,0.00006888049,0.0007788619,0.0001430863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298007,"about_ca_system_score_gemma":0.002074213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004942438,"about_ca_topic_score_gemma":0.0002163167,"domain_scores_codex":[0.9953061,0.000774627,0.001506946,0.0002441171,0.001617537,0.0005506636],"domain_scores_gemma":[0.9965512,0.001755287,0.0005471197,0.0003676954,0.0005667859,0.0002119353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002387217,0.002455968,0.7788801,0.002791949,0.0004381016,0.00002201514,0.05159635,0.00001089645,0.001586569,0.02972936,0.02196472,0.1081368],"study_design_scores_gemma":[0.005515214,0.001259673,0.9240561,0.002384305,0.00001095845,0.0001440841,0.02046669,0.0001991005,0.00006130015,0.02272834,0.02293179,0.0002424116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830078,0.002968205,0.00009102928,0.004250043,0.001698013,0.0007295582,0.000002431329,0.000005509879,0.007247352],"genre_scores_gemma":[0.995826,0.0002215189,0.002481727,0.0002050216,0.0001998172,0.00003859178,0.000001108164,0.00002538273,0.001000823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451761,"threshold_uncertainty_score":0.4578105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1925829261005894,"score_gpt":0.5046616323876983,"score_spread":0.312078706287109,"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."}}