{"id":"W2068521955","doi":"10.2147/ndt.s59676","title":"Psychiatry 2050: from younger psychiatrists' perspective","year":2014,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Phenomenology (philosophy); Psychiatry; Perspective (graphical); Psychiatric diagnosis; Medical diagnosis; Pathology; Epistemology; Cognition","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":[0.006887094,0.0007555579,0.0009793866,0.001573471,0.007927937,0.008015599,0.001165634,0.01748775,0.0207723],"category_scores_gemma":[0.01242063,0.0007835631,0.0008132585,0.000975493,0.006597674,0.01348522,0.006619985,0.02901293,0.007063842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00827809,"about_ca_system_score_gemma":0.01246021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0204695,"about_ca_topic_score_gemma":0.07606276,"domain_scores_codex":[0.996352,0.001117736,0.0002857255,0.0003031495,0.001053818,0.0008876406],"domain_scores_gemma":[0.98403,0.002787635,0.0007849527,0.0002603043,0.002579344,0.009557694],"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":[0.00001272143,0.00002237487,0.00048846,0.0001738166,0.000006945876,0.0005625474,0.001758328,0.00001645504,0.0000664765,0.005713871,0.9745134,0.01666456],"study_design_scores_gemma":[0.00001305015,0.00002309508,0.001045675,0.0008616638,0.000007928857,0.001154253,0.004683206,0.00001278098,0.00001885638,0.003359248,0.9888032,0.00001705876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004552726,0.0266251,0.00005506598,0.9284384,0.03725519,0.00000406144,0.00002626103,0.0000102352,0.007130497],"genre_scores_gemma":[0.008541306,0.04956284,0.000166701,0.8390674,0.08867986,0.00001505875,0.00002991364,0.00002393669,0.01391302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0207723,"threshold_uncertainty_score":0.06949031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186730864193799,"score_gpt":0.2566535225480653,"score_spread":0.2347862139061273,"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."}}