{"id":"W2006534709","doi":"10.1016/j.jmig.2006.03.007","title":"GyneFix: A frameless intrauterine device","year":2006,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; North York General Hospital","funders":"","keywords":"Medicine; Intrauterine device; Obstetrics; Family planning; Cervix; Gynecology; Population; Research methodology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004189431,0.0001625979,0.0006082458,0.0002502898,0.00005870939,0.00001288536,0.0001272593,0.000189324,0.0004486329],"category_scores_gemma":[0.001595006,0.0001333984,0.0001741915,0.0001800801,0.0001140422,0.0001409653,0.00002917557,0.0004719857,0.0000626201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214541,"about_ca_system_score_gemma":0.0007806872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003023395,"about_ca_topic_score_gemma":0.0002529871,"domain_scores_codex":[0.9981999,0.0001162899,0.0008545108,0.0002178616,0.0002558076,0.0003555651],"domain_scores_gemma":[0.9974158,0.0005590004,0.0006826741,0.0002050412,0.0009568835,0.0001806043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005590134,0.003291561,0.1987048,0.0009081543,0.0006024094,0.005458965,0.0006883814,0.00009536089,0.638001,0.003116634,0.05085378,0.09268879],"study_design_scores_gemma":[0.003815178,0.003754831,0.9160827,0.0001073802,0.0002045387,0.002721094,0.0003019379,0.00001527486,0.01129524,0.001797574,0.05972917,0.0001750391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857733,0.001011802,0.0003368348,0.009167205,0.0006896753,0.0002663353,0.000002219052,0.0000153949,0.00273726],"genre_scores_gemma":[0.9910623,0.0004910387,0.003702729,0.002369886,0.002053622,0.0000102295,0.000005810941,0.00002060486,0.0002837713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.717378,"threshold_uncertainty_score":0.5439828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705865207194092,"score_gpt":0.2865367774572125,"score_spread":0.2694781253852716,"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."}}