{"id":"W2753306401","doi":"10.12688/f1000research.11701.1","title":"Recent advances in in vitro fertilization","year":2017,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"In vitro fertilisation; Open peer review; Oocyte; Medicine; Biology; Human fertilization; Reproductive technology; Plant biology; Physiology; Cell biology; Cryopreservation; Embryo; Anatomy","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":[0.004019371,0.0007738553,0.0009946086,0.002143411,0.0004321426,0.002318996,0.00114702,0.001926944,0.01029803],"category_scores_gemma":[0.005010218,0.0004332626,0.0006748437,0.002230158,0.001093886,0.002331819,0.001277691,0.002275796,0.004769175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572865,"about_ca_system_score_gemma":0.002232932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522735,"about_ca_topic_score_gemma":0.001735982,"domain_scores_codex":[0.9984292,0.0003743509,0.000229102,0.0003075853,0.0005288498,0.00013089],"domain_scores_gemma":[0.995027,0.002674702,0.0004104394,0.0002544702,0.00133141,0.0003021133],"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":[0.0002775621,0.00007902097,0.001177337,0.01176805,0.00009680348,0.0004650943,0.000283432,0.0004952836,0.007000614,0.01419999,0.03792846,0.9262283],"study_design_scores_gemma":[0.00001250024,0.0001216197,0.001359593,0.002018963,0.00009046037,0.001293192,0.000152446,0.0001673504,0.002841653,0.003400862,0.9885134,0.00002789926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008659289,0.9810058,0.001664078,0.004771745,0.00257465,0.00001873829,0.0001325679,0.00004240697,0.008924128],"genre_scores_gemma":[0.005577518,0.9841197,0.002348118,0.001992023,0.002712071,0.00002489435,0.0002775711,0.00002396888,0.002924187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01029803,"threshold_uncertainty_score":0.03445029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06162559111932491,"score_gpt":0.3733076298848888,"score_spread":0.3116820387655639,"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."}}