{"id":"W4231131591","doi":"10.3410/f.6639956.6789054","title":"Faculty Opinions recommendation of Meiotic errors activate checkpoints that improve gamete quality without triggering apoptosis in male germ cells.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Gamete; Meiosis; Apoptosis; Quality (philosophy); Biology; Cell biology; Genetics; Gene; Sperm; Physics","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":[0.001340947,0.002483171,0.001657862,0.003096573,0.0006938739,0.002294826,0.002763814,0.00291558,0.04145571],"category_scores_gemma":[0.009276581,0.0006741539,0.001951742,0.004215414,0.000369829,0.001184034,0.001453402,0.001625078,0.0430672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798536,"about_ca_system_score_gemma":0.003179851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474535,"about_ca_topic_score_gemma":0.08294191,"domain_scores_codex":[0.998708,0.0002165799,0.0001877223,0.0004096063,0.0003287428,0.0001493263],"domain_scores_gemma":[0.996568,0.001042753,0.000583305,0.0006582248,0.0008144154,0.0003334032],"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":[0.0002111541,0.00003513637,0.003768584,0.001538844,0.0001307168,0.00003713208,0.00001509247,0.0004856036,0.0002288539,0.000263965,0.9885266,0.004758413],"study_design_scores_gemma":[0.0008147612,0.00005777706,0.02384955,0.00089036,0.0003238755,0.0002090383,0.0000698498,0.001870559,0.001273338,0.001500525,0.9690661,0.00007428003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003248022,0.0001780504,0.0000714312,0.0001291088,0.00003539215,0.00001096947,0.9983783,0.0002301251,0.0006417782],"genre_scores_gemma":[0.0008962583,0.000124981,0.0003097033,0.0000962846,0.0000111548,0.00003917546,0.9976217,0.00003518777,0.0008655005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04145571,"threshold_uncertainty_score":0.1386832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06153960751358165,"score_gpt":0.4004354097857789,"score_spread":0.3388958022721972,"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."}}