{"id":"W6925495066","doi":"10.17605/osf.io/7u6z8","title":"Relationships between prenatal hardship, infant brain connectivity and behaviour: PdP Study","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Mediation; Pregnancy; Infant development; Brain development","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":[],"consensus_categories":[],"category_scores_codex":[0.0005299092,0.0002050225,0.0002115997,0.000368793,0.0004634146,0.0004348097,0.0003350491,0.0003048181,0.002217175],"category_scores_gemma":[0.002378495,0.0001628108,0.0002663735,0.0004463984,0.0002513732,0.0003846346,0.001119828,0.0007102008,0.0002258382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773389,"about_ca_system_score_gemma":0.000376118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004584593,"about_ca_topic_score_gemma":0.004988233,"domain_scores_codex":[0.9997358,0.0000805641,0.00001544694,0.00008520194,0.00004468864,0.00003824238],"domain_scores_gemma":[0.9990932,0.0002844138,0.0002342694,0.0001469184,0.00006669818,0.000174477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003933638,0.000274408,0.97177,0.00008386139,0.0001435662,0.000811063,0.001987638,0.0001219845,0.001862196,0.0006552281,0.00115733,0.0207394],"study_design_scores_gemma":[0.000007674839,0.0001608692,0.9963388,0.00002331191,0.00003263902,0.0007512146,0.0009374426,0.000124254,0.0002521168,0.0002011711,0.001166447,0.00000393655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969339,0.0001901806,0.0004315879,0.0001920991,0.000007892048,0.00002247119,0.0008199514,0.000003703207,0.001398256],"genre_scores_gemma":[0.9969242,0.000418832,0.0008308623,0.0001142312,0.00001481217,0.0001610531,0.0006820404,0.000008170259,0.0008458244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004584593,"threshold_uncertainty_score":0.009115815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702010078756965,"score_gpt":0.2556322990414746,"score_spread":0.2386121982539049,"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."}}