{"id":"W4411657856","doi":"10.51847/08tnft6","title":"10.51847/08TnfT6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurochemical; Pregnancy; Postpartum period; Hormone; Period (music); Depression (economics); Postpartum depression; Medicine; Physiology; Endocrinology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005807891,0.001151133,0.0006510458,0.001586476,0.001414276,0.002739717,0.001145984,0.002769082,0.9761915],"category_scores_gemma":[0.001130196,0.0003535117,0.0006681494,0.001449581,0.0009365928,0.001742497,0.002275496,0.001390866,0.9747976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008849992,"about_ca_system_score_gemma":0.0007536145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804821,"about_ca_topic_score_gemma":0.002241505,"domain_scores_codex":[0.9995333,0.0000433971,0.00003971896,0.0001325153,0.0001380923,0.0001130579],"domain_scores_gemma":[0.9987425,0.000227648,0.00007266663,0.0001656817,0.0003457776,0.0004458075],"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":[0.0004064762,0.0003162921,0.001486282,0.0003585204,0.00002015511,0.0005390612,0.0001468214,0.0002378081,0.003807536,0.004136367,0.2974266,0.6911181],"study_design_scores_gemma":[0.00005870525,0.0001085489,0.001904161,0.0003195296,0.00001427659,0.0006352422,0.0001409954,0.0002376846,0.0007205855,0.0009791321,0.994863,0.00001809635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00135354,0.00041839,0.0007662182,0.000828011,0.0004899136,0.00009091255,0.00110458,0.0007563428,0.9941921],"genre_scores_gemma":[0.002361698,0.0002004838,0.0004412816,0.0003516912,0.00008266632,0.00003838065,0.0007570577,0.0001853842,0.9955813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02380848,"threshold_uncertainty_score":0.03395981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049286281539469,"score_gpt":0.2363620203652733,"score_spread":0.2258691575498786,"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."}}