{"id":"W2393320067","doi":"10.1136/bmj.i2583","title":"Authors’ reply to Braillon and Bewley","year":2016,"lang":"de","type":"letter","venue":"BMJ","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Computer science; Data science; World Wide Web","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":[0.004418703,0.0009573591,0.001632343,0.001000644,0.003135195,0.003340509,0.002356635,0.05088409,0.00880533],"category_scores_gemma":[0.04968127,0.001011941,0.001254917,0.001011994,0.003273929,0.005099542,0.001795932,0.05023944,0.009698465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325268,"about_ca_system_score_gemma":0.002897008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281088,"about_ca_topic_score_gemma":0.002955874,"domain_scores_codex":[0.9960813,0.001213846,0.00056443,0.0005377112,0.001159076,0.0004437787],"domain_scores_gemma":[0.9863512,0.007558654,0.001184809,0.0004807774,0.00292212,0.001502437],"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":[0.0000445312,0.00001510431,0.0003179621,0.0000679654,0.00001218499,0.001504245,0.0002149042,0.00002802284,0.00007774337,0.0009517509,0.9936668,0.003098861],"study_design_scores_gemma":[0.0001020761,0.0000921049,0.001473793,0.0006966278,0.00004014198,0.006841304,0.001176842,0.0003407113,0.0003384311,0.006135615,0.9826216,0.0001407647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002558123,0.0008440166,0.00004511734,0.972393,0.02552869,0.000009328959,0.00003730641,0.00002898938,0.0008577295],"genre_scores_gemma":[0.002791414,0.0006180142,0.0001103084,0.9677729,0.02623945,0.00003043107,0.00001859863,0.00002270434,0.002396098],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05088409,"threshold_uncertainty_score":0.02945679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304558672665576,"score_gpt":0.335349793227733,"score_spread":0.3048939259611754,"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."}}