{"id":"W4254153388","doi":"10.1192/bjp.189.1.84b","title":"Authors' reply","year":2006,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Western University","funders":"","keywords":"Content (measure theory); Computer science; Action (physics); Information retrieval; World Wide Web; Mathematics; Physics","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":[0.004949442,0.0006696768,0.001105523,0.0008714035,0.002484951,0.00294508,0.002872469,0.04016701,0.02950483],"category_scores_gemma":[0.04540842,0.0007729885,0.001394089,0.000723254,0.002984452,0.003960524,0.002085513,0.03047665,0.01396064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905407,"about_ca_system_score_gemma":0.00413066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159138,"about_ca_topic_score_gemma":0.003298979,"domain_scores_codex":[0.9964448,0.0009715781,0.0004407531,0.0005365267,0.001166073,0.0004403363],"domain_scores_gemma":[0.9807549,0.00957183,0.0009593928,0.0008049308,0.006204123,0.001704945],"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":[0.00002590186,0.000007120755,0.0002566339,0.00004414007,0.000008232852,0.0003634504,0.000090162,0.00001892499,0.00004570718,0.00070019,0.9959764,0.00246335],"study_design_scores_gemma":[0.00006774127,0.0000385164,0.0009943283,0.0002924775,0.00003266516,0.001982793,0.0006266175,0.00008886564,0.0003259408,0.003504148,0.9919762,0.00006983065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003714835,0.0007459069,0.00007286728,0.9560447,0.04069735,0.00001257789,0.0001240349,0.00005922525,0.001871765],"genre_scores_gemma":[0.003685836,0.000636011,0.0001400142,0.9680585,0.0210023,0.00004897153,0.00005290456,0.00003193475,0.006343441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04016701,"threshold_uncertainty_score":0.0987035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006842097218321803,"score_gpt":0.2473843589569424,"score_spread":0.2405422617386206,"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."}}