{"id":"W2777203573","doi":"10.1177/1049732317748314","title":"Maternal Knowing and Social Networks: Understanding First-Time Mothers’ Search for Information and Support Through Online and Offline Social Networks","year":2017,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Nova Scotia Health Authority; University of Ottawa; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Postpartum period; Online and offline; Social support; Period (music); Psychology; Peer support; Social media; Focus group; Developmental psychology; Social psychology; Applied psychology; Sociology; Computer science; Pregnancy; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005216648,0.0001759237,0.0004513922,0.0001367969,0.003475359,0.0002258272,0.0001059092,0.0001639978,0.00002816767],"category_scores_gemma":[0.000124415,0.0001605441,0.0000383695,0.00007540681,0.0006256495,0.0005691388,0.0001928824,0.0006057824,0.000004168987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115748,"about_ca_system_score_gemma":0.0002024782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008962275,"about_ca_topic_score_gemma":0.0001120568,"domain_scores_codex":[0.9972318,0.0005646897,0.000536357,0.0002864923,0.0005025452,0.0008780689],"domain_scores_gemma":[0.9983553,0.0008078635,0.0002240513,0.0001385757,0.0002046175,0.0002695839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0164767,0.0005178443,0.03957558,0.06988404,0.0004805146,0.0000492258,0.7010015,0.00003201665,0.00002276944,0.08969886,0.006995958,0.07526501],"study_design_scores_gemma":[0.0362238,0.01867484,0.5705499,0.01896336,0.0001517556,0.0002891132,0.187593,0.1201073,0.0001780927,0.01856024,0.02690308,0.001805432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095992,0.001931417,0.01477523,0.06805225,0.0002712408,0.003858544,0.0004000389,0.00007413988,0.001037953],"genre_scores_gemma":[0.9945224,0.001687201,0.001074356,0.001143625,0.000588152,0.00006927792,0.0001505009,0.00003171091,0.0007327887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5309743,"threshold_uncertainty_score":0.997822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3867812098184765,"score_gpt":0.5387636968733517,"score_spread":0.1519824870548752,"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."}}