{"id":"W4239939270","doi":"10.1192/s0007125000168497","title":"Author's reply","year":2005,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; United Kingdom Clinical Research Collaboration","keywords":"Content (measure theory); Action (physics); Computer science; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004883137,0.0008227658,0.001234803,0.00104179,0.00403526,0.005865597,0.003407333,0.034687,0.05288243],"category_scores_gemma":[0.0505324,0.000642036,0.001419978,0.0008884908,0.004027624,0.006415783,0.00392181,0.03710537,0.02558697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003836041,"about_ca_system_score_gemma":0.008247288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945836,"about_ca_topic_score_gemma":0.005861389,"domain_scores_codex":[0.9954797,0.0009409878,0.0004091477,0.0009580352,0.001502666,0.0007093031],"domain_scores_gemma":[0.9814383,0.007220943,0.0007819093,0.001074791,0.007633916,0.001850224],"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":[0.00001240963,0.000004664903,0.00009555429,0.00003377849,0.000003710735,0.0001258318,0.0001124252,0.00001052921,0.00002932631,0.002362144,0.9942351,0.002974583],"study_design_scores_gemma":[0.0000147171,0.000009717694,0.0002610025,0.0001708751,0.000006960113,0.0003290448,0.000327581,0.00003134963,0.0001008466,0.002190751,0.9965384,0.00001888766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002576004,0.001726225,0.0001303537,0.8858749,0.1037866,0.00002028841,0.0001491259,0.00009339175,0.007961585],"genre_scores_gemma":[0.003281623,0.0009504216,0.0002446162,0.944353,0.02385931,0.00006061891,0.00006484546,0.0000725588,0.02711306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05288243,"threshold_uncertainty_score":0.1769094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108372829293955,"score_gpt":0.2727500086721207,"score_spread":0.2616662803791812,"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."}}