{"id":"W6901952428","doi":"10.6084/m9.figshare.14253842","title":"Additional file 1 of A potential role for insulin treatment during pregnancy in reducing postpartum psychological distress in maternal obesity: an administrative population health study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pregnancy; Population; Psychological distress; Distress; Flowchart; Weight loss; Birth weight; Fetal weight; Population based study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001897797,0.0007653692,0.001151229,0.001696058,0.001162757,0.00100613,0.001673838,0.001061859,0.7164111],"category_scores_gemma":[0.03781608,0.0005217156,0.001082386,0.003535184,0.000177146,0.001439863,0.0007913501,0.001013932,0.04005758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138584,"about_ca_system_score_gemma":0.002272064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077021,"about_ca_topic_score_gemma":0.02446785,"domain_scores_codex":[0.998855,0.0003048595,0.000274387,0.0001995117,0.0001866407,0.0001796845],"domain_scores_gemma":[0.9731784,0.01964851,0.00269889,0.001158238,0.002704102,0.000611879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007033343,0.0002150513,0.01795327,0.0031831,0.0001588304,0.0001339444,0.0001696323,0.0004916077,0.00006170915,0.001456809,0.9670817,0.008391083],"study_design_scores_gemma":[0.02990711,0.001646044,0.4072242,0.01858966,0.001565028,0.002016655,0.003370673,0.00897047,0.001232094,0.01753661,0.5075098,0.0004316346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001053894,0.000026426,0.0002324802,0.000185436,0.0000239729,0.0002501528,0.9967965,0.000056602,0.001374638],"genre_scores_gemma":[0.06341176,0.0003983787,0.007814642,0.001692298,0.0003198004,0.01526519,0.8915007,0.0003991766,0.01919802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7164111,"threshold_uncertainty_score":0.4045051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600661125930703,"score_gpt":0.3703232482988803,"score_spread":0.3143166370395733,"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."}}