{"id":"W2509960092","doi":"10.1089/jwh.2016.5854","title":"Ten Challenges in Contraception","year":2016,"lang":"en","type":"review","venue":"Journal of Women s Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Allergan; U.S. Food and Drug Administration","keywords":"Medicine; Unintended pregnancy; Family planning; Pregnancy; Family medicine; Disease; Gynecology; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.002833959,0.0006843588,0.001406103,0.001946702,0.001132776,0.002854506,0.001018954,0.003653686,0.005643685],"category_scores_gemma":[0.00622522,0.000419859,0.0008940013,0.002334315,0.003598034,0.005080061,0.001726678,0.004551004,0.001342332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853608,"about_ca_system_score_gemma":0.004925672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003348571,"about_ca_topic_score_gemma":0.004417477,"domain_scores_codex":[0.9971119,0.001112913,0.0003703568,0.0002345651,0.001013497,0.0001567812],"domain_scores_gemma":[0.9957061,0.003196263,0.0003207833,0.000104377,0.000543253,0.0001291608],"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":[0.00004964268,0.00004049662,0.0003876064,0.02264592,0.0000863629,0.0004283954,0.0009301978,0.0002072896,0.0002755848,0.03757188,0.08585471,0.8515219],"study_design_scores_gemma":[0.000008228608,0.0000338702,0.0004774031,0.01281363,0.00003966621,0.002040426,0.0005866598,0.00003773133,0.00006958556,0.007680158,0.9761941,0.00001849457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007727518,0.9924527,0.00009122537,0.004955332,0.000729651,0.000003448573,0.000008036493,0.000003240253,0.001679095],"genre_scores_gemma":[0.00197404,0.9905683,0.0003071596,0.004811759,0.001292271,0.00001166188,0.00001736032,0.000003839714,0.001013525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005643685,"threshold_uncertainty_score":0.01888007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182499286142886,"score_gpt":0.4221343370762122,"score_spread":0.3038844084619235,"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."}}