{"id":"W7110821901","doi":"10.1371/journal.pone.0321453.s003","title":"Analytic code.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Singleton; Perinatal mortality; Infant mortality; Pregnancy; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005276729,0.00102387,0.001482329,0.004776516,0.00138438,0.004889276,0.003480087,0.00185689,0.8390016],"category_scores_gemma":[0.04732174,0.00107544,0.001481353,0.00722843,0.0005733605,0.002816915,0.003431445,0.002269893,0.5037234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531355,"about_ca_system_score_gemma":0.01148689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02195142,"about_ca_topic_score_gemma":0.02248683,"domain_scores_codex":[0.9964278,0.000912025,0.000632659,0.0006406958,0.0009666535,0.0004201139],"domain_scores_gemma":[0.98027,0.00673889,0.001319187,0.002709968,0.00751485,0.001447058],"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":[0.0001197783,0.000027153,0.0006798946,0.0009125368,0.00001926881,0.00002240931,0.0001073564,0.00009822781,0.00003563382,0.002050148,0.976304,0.01962359],"study_design_scores_gemma":[0.000381492,0.0000488312,0.003400183,0.001749022,0.00003620375,0.00007014975,0.0004086978,0.0005684737,0.0001189292,0.007728102,0.9854538,0.00003598212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0005260326,0.0001892883,0.002687123,0.002236722,0.0007868347,0.002129589,0.924301,0.004050382,0.06309305],"genre_scores_gemma":[0.01166807,0.001255894,0.02962058,0.006981231,0.000819067,0.02914545,0.7357073,0.009167356,0.175635],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1609984,"threshold_uncertainty_score":0.2296447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337482521263503,"score_gpt":0.385232895157732,"score_spread":0.321858069945097,"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."}}