{"id":"W7009412037","doi":"","title":"Emerging technologies for improving embryo selection: a systematic review","year":2015,"lang":"en","type":"review","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"In vitro fertilisation; Reproductive technology; Emerging technologies; Randomized controlled trial; Embryo culture; Embryo; Systematic review; Embryo transfer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037527,0.001478044,0.007214712,0.009965817,0.0006166938,0.00250828,0.002335786,0.001743855,0.004300662],"category_scores_gemma":[0.03249525,0.0008328493,0.007562858,0.008967533,0.0009108233,0.002951534,0.001301354,0.0009884943,0.000288102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539234,"about_ca_system_score_gemma":0.009323524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018846,"about_ca_topic_score_gemma":0.0133383,"domain_scores_codex":[0.9930664,0.002468894,0.002615411,0.0003977817,0.001270215,0.0001812138],"domain_scores_gemma":[0.9696169,0.02340213,0.003993103,0.0003504782,0.002373485,0.0002638986],"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":[0.0002244442,0.0000287165,0.0006831086,0.938351,0.005517198,0.00009384725,0.0001580924,0.00007426995,0.000137756,0.0001660462,0.0008213141,0.05374419],"study_design_scores_gemma":[0.000324005,0.0003775916,0.003756105,0.9168934,0.0624636,0.0004829824,0.0003812903,0.000116918,0.0002386453,0.0002599218,0.01466633,0.0000392189],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007190027,0.9984433,0.0001369706,0.000143933,0.00005335181,0.0002328549,0.0001222364,0.000004124834,0.0001442869],"genre_scores_gemma":[0.007725143,0.9907974,0.0006292925,0.0002568391,0.00004871025,0.000374325,0.0001131332,0.000002901782,0.00005224272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01037527,"threshold_uncertainty_score":0.05487037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457099658178353,"score_gpt":0.3489666664261219,"score_spread":0.3032567006082866,"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."}}