{"id":"W4310597325","doi":"","title":"Protect Your Fibroblasts Before They Become Gametes.","year":2022,"lang":"en","type":"editorial","venue":"PubMed","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Cell biology; Andrology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006359152,0.003219926,0.003154018,0.003074906,0.002676369,0.005702819,0.003923235,0.01459016,0.02356887],"category_scores_gemma":[0.02107039,0.001413319,0.002495168,0.001174206,0.00204823,0.004756382,0.001540625,0.01853012,0.01818673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018033,"about_ca_system_score_gemma":0.002235609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129738,"about_ca_topic_score_gemma":0.00378551,"domain_scores_codex":[0.9963624,0.0007107229,0.0005892569,0.0003424517,0.001804941,0.0001902896],"domain_scores_gemma":[0.9848115,0.006502573,0.0007300585,0.0004865669,0.005352992,0.002116208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004075211,0.00001153415,0.00001603327,0.0003926404,0.00002037565,0.000123099,0.00001198817,0.00001508808,0.0001148905,0.0005151996,0.9901371,0.008601236],"study_design_scores_gemma":[0.00004373992,0.00003486565,0.0001457641,0.0002992272,0.00003967817,0.0002225573,0.00003257143,0.00006026043,0.0001524202,0.0008349367,0.9981194,0.00001454022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003519208,0.009016683,0.0001405215,0.02199789,0.9667801,0.00001992777,0.00004171311,0.00005295597,0.001915058],"genre_scores_gemma":[0.0005205955,0.01505775,0.0002012828,0.02135368,0.9436194,0.00003176245,0.00005819449,0.0000485879,0.0191087],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02356887,"threshold_uncertainty_score":0.07884574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391161569097495,"score_gpt":0.2647165524368639,"score_spread":0.2408049367458889,"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."}}