{"id":"W4399463992","doi":"10.1186/s12905-024-03172-2","title":"Decisional needs and interventions for young women considering contraceptive options: an umbrella review","year":2024,"lang":"en","type":"review","venue":"BMC Women s Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Ottawa Hospital Research Institute; Universitetet i Sørøst-Norge; University of Ottawa","keywords":"Psychological intervention; Decision aids; Medicine; Family medicine; Family planning; Needs assessment; Population; Unintended pregnancy; Nursing; Medical education; Psychology; Alternative medicine; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004233857,0.0005635861,0.003395022,0.0006234665,0.0002960335,0.00007915693,0.0001291925,0.0002522408,0.0001884816],"category_scores_gemma":[0.0007271725,0.0004489332,0.0006338051,0.0005988118,0.0001251602,0.0001651422,0.00007675601,0.000691047,0.00006676866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905319,"about_ca_system_score_gemma":0.003377458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000231292,"about_ca_topic_score_gemma":0.00003029736,"domain_scores_codex":[0.9952225,0.0005145285,0.001934336,0.001009024,0.0003525914,0.0009669867],"domain_scores_gemma":[0.996853,0.0004129735,0.0007031283,0.0006850691,0.0002850864,0.001060752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007789731,0.00013573,0.000005775792,0.4171182,0.0001608578,0.000003867915,0.0007150407,8.56511e-8,1.148358e-7,0.00117918,0.003481155,0.5771222],"study_design_scores_gemma":[0.000709921,0.001258092,0.00003707709,0.2016362,0.0006608664,0.0005536896,0.001177641,0.00001257693,1.274426e-8,0.0006644389,0.7929991,0.0002903884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001182156,0.9884222,0.0009597462,0.0008792889,0.0006775344,0.008446844,0.0002852857,0.000135493,0.00007541614],"genre_scores_gemma":[0.00001393643,0.9855444,0.00271848,0.001190167,0.001006589,0.006863171,0.0004568166,0.00009427784,0.002112091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7895179,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224424326810277,"score_gpt":0.48909234715052,"score_spread":0.2666499144694923,"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."}}