{"id":"W4249020990","doi":"10.3410/f.716397827.791802885","title":"Faculty Opinions recommendation of An fMRI study of the brain responses of traumatized mothers to viewing their toddlers during separation and play.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Psychology; Separation (statistics); Developmental psychology; Neuroimaging; Cognitive psychology; Neuroscience; Computer science; Machine learning","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001440601,0.001654024,0.001341712,0.002031642,0.0008205176,0.001890822,0.002565042,0.00208615,0.0608031],"category_scores_gemma":[0.007587399,0.0005821358,0.001723991,0.001944407,0.0003525959,0.0008692179,0.001486535,0.001245851,0.04381123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920688,"about_ca_system_score_gemma":0.002151114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02733123,"about_ca_topic_score_gemma":0.08661235,"domain_scores_codex":[0.9994872,0.00008918492,0.00006354774,0.0001680172,0.00009924658,0.00009287306],"domain_scores_gemma":[0.996923,0.0007971896,0.0003892914,0.0006810068,0.0007086907,0.0005007659],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003598668,0.00007737728,0.004573471,0.0009814019,0.0001204493,0.0000466989,0.00002675077,0.0001595439,0.0003383448,0.0001247227,0.9889857,0.004205694],"study_design_scores_gemma":[0.002201171,0.0001391916,0.076608,0.0008520521,0.0004795372,0.0002373871,0.0001899349,0.001242385,0.00179371,0.001547336,0.9146026,0.0001066167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0006844568,0.00007123739,0.0001158494,0.0001695327,0.00006499229,0.00005224409,0.9976998,0.0002558955,0.0008860325],"genre_scores_gemma":[0.001876674,0.00006965343,0.0005310314,0.0001196275,0.00004004827,0.00027624,0.9951426,0.00007281749,0.001871375],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9985594,"threshold_uncertainty_score":0.2034066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307140592430042,"score_gpt":0.3973395339982466,"score_spread":0.3442681280739461,"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."}}