{"id":"W4233179737","doi":"10.1002/14651858.cd006107.pub2","title":"Ultrasound versus 'clinical touch' for catheter guidance during embryo transfer in women","year":2007,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Embryo transfer; Assisted reproductive technology; Live birth; Cochrane Library; Obstetrics; Gynecology; Randomized controlled trial; Reproductive medicine; Meta-analysis; MEDLINE; Pregnancy; Confidence interval; Infertility; Surgery; Internal medicine","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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.03935882,0.001968405,0.02441943,0.001004134,0.0001291095,0.00009126219,0.002501475,0.0007415233,0.0002748313],"category_scores_gemma":[0.02384045,0.001405597,0.003969111,0.001655796,0.0003253083,0.0004639225,0.0001725944,0.001222481,0.002891931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179349,"about_ca_system_score_gemma":0.0004790484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002016843,"about_ca_topic_score_gemma":0.00006920387,"domain_scores_codex":[0.9703006,0.006565591,0.01824879,0.001984274,0.001303453,0.001597324],"domain_scores_gemma":[0.9731209,0.01600249,0.004313805,0.005653567,0.0003805934,0.0005286539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002584064,0.0006002142,9.035613e-7,0.9912813,0.0005634595,0.00004806103,0.0003019899,2.101583e-7,0.00001670625,0.00005935828,0.001335031,0.0055343],"study_design_scores_gemma":[0.002542129,0.0001955985,9.679954e-7,0.7558181,0.003149854,0.0001733668,0.00009049453,0.000001920035,0.000005244291,0.000001477986,0.2370347,0.0009860648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008203191,0.9601122,0.0004743277,0.000001637245,0.001206498,0.03245272,0.005351789,0.00008057246,0.0002381865],"genre_scores_gemma":[0.000006472299,0.9821468,0.001420036,0.00002055598,0.0004762327,0.01347735,0.001682007,0.0005030105,0.0002675465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2356997,"threshold_uncertainty_score":0.9993059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296567388001566,"score_gpt":0.4518280020899307,"score_spread":0.2221712632897741,"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."}}