{"id":"W4242813388","doi":"10.1192/bjp.191.6.561a","title":"Authors' reply","year":2007,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Indigenous Peoples' Health; Simon Fraser University","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; World Wide Web; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00290551,0.00007468424,0.0001740854,0.0001302723,0.0003949334,0.0002884143,0.0003856871,0.00008144195,0.00006813318],"category_scores_gemma":[0.0001357867,0.00006111334,0.0001158553,0.0003275392,0.00005403286,0.0003138386,0.00004929494,0.0004703388,0.00006554429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001555426,"about_ca_system_score_gemma":0.00005272285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629255,"about_ca_topic_score_gemma":0.002989743,"domain_scores_codex":[0.9988164,0.00001379483,0.0005898472,0.00008914202,0.0002315562,0.0002592487],"domain_scores_gemma":[0.9990149,0.00002338921,0.0005729851,0.0001625208,0.0002082057,0.00001806461],"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":[0.00008032886,0.0001490389,0.05709376,0.0002009151,0.00008651714,0.0004532377,0.00003869776,0.000003055328,0.00005806333,0.1342292,0.3673104,0.4402968],"study_design_scores_gemma":[0.000544234,0.00003263491,0.08714879,0.0003954351,0.0000368382,0.003735696,0.000865276,0.0000103368,0.000005291269,0.052449,0.8546351,0.0001413657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150863,0.005284712,0.001961683,0.04059622,0.009864987,0.0001604007,9.149596e-7,0.00009199587,0.02695276],"genre_scores_gemma":[0.9851378,0.00003777884,0.0007856429,0.006187758,0.007501409,5.792539e-7,5.108222e-7,0.00001954823,0.0003289458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4873247,"threshold_uncertainty_score":0.3974665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189831288267962,"score_gpt":0.251297418353057,"score_spread":0.2393991054703774,"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."}}