{"id":"W4241552310","doi":"10.36290/psy.2021.015","title":"Cyclothymia","year":2021,"lang":"en","type":"article","venue":"Psychiatrie pro praxi","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":[0.0001795259,0.000477704,0.0004278526,0.0008012715,0.0007521306,0.001015746,0.0003168269,0.0003882077,0.03797585],"category_scores_gemma":[0.001540927,0.0001570258,0.0003417787,0.0005738323,0.0004290841,0.0004722758,0.0006952069,0.001359558,0.005773684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530022,"about_ca_system_score_gemma":0.0005536946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037971,"about_ca_topic_score_gemma":0.002256912,"domain_scores_codex":[0.9996849,0.00005961425,0.00002618384,0.00006196336,0.00009556896,0.00007171567],"domain_scores_gemma":[0.9995814,0.00006178288,0.0001300007,0.00007013159,0.00008587411,0.00007075382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002442702,0.001027012,0.1139143,0.003434992,0.0007441649,0.02053358,0.004908929,0.0007268282,0.04463944,0.02352488,0.09258928,0.6915139],"study_design_scores_gemma":[0.00034748,0.001366416,0.4732489,0.001330521,0.0003781626,0.1099852,0.00370621,0.001044726,0.008884368,0.01315977,0.3863663,0.0001819613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3946363,0.02821336,0.007352856,0.005653896,0.001807622,0.001239678,0.005360974,0.001402534,0.5543327],"genre_scores_gemma":[0.8900166,0.009628792,0.001579829,0.002796584,0.0003050899,0.0002879037,0.001208014,0.00009114206,0.09408604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03797585,"threshold_uncertainty_score":0.1270419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578212733792433,"score_gpt":0.3329300938103851,"score_spread":0.3071479664724608,"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."}}