{"id":"W1573834997","doi":"10.1017/cbo9780511526961","title":"Quality and Risk Management in the IVF Laboratory","year":2004,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Achieve Life Sciences (Canada)","funders":"","keywords":"Accreditation; Scrutiny; Quality (philosophy); Troubleshooting; Quality management system; Quality management; Medicine; Engineering ethics; Medical education; Engineering management; Engineering; Management system; Operations management; Political science","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":[0.001018322,0.0007340609,0.0004528471,0.0008284557,0.001135529,0.004055412,0.0009893082,0.00152442,0.01137902],"category_scores_gemma":[0.002587273,0.0004351848,0.0004386628,0.0007915255,0.002090614,0.002862765,0.001610214,0.003312939,0.009191119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902357,"about_ca_system_score_gemma":0.002819016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056976,"about_ca_topic_score_gemma":0.003049116,"domain_scores_codex":[0.9988027,0.0002754593,0.00006683157,0.00008491582,0.0007266512,0.0000434939],"domain_scores_gemma":[0.9991165,0.0004248419,0.0000640003,0.0000668295,0.0002562361,0.00007165342],"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":[0.00001739506,0.00004864877,0.0002261474,0.0003227628,0.000007287499,0.0002591418,0.001495416,0.0008549142,0.0009145848,0.09810945,0.6343902,0.2633541],"study_design_scores_gemma":[0.000003540859,0.00002303357,0.000257894,0.0003560169,0.000003525998,0.0004985908,0.000184926,0.0003044106,0.0002021153,0.02035241,0.9778031,0.00001050226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001912694,0.1377748,0.0612273,0.06459541,0.01430759,0.0004465573,0.0003169106,0.00153107,0.7178877],"genre_scores_gemma":[0.01254801,0.05910347,0.05574442,0.01796384,0.003976126,0.0002888257,0.0003125977,0.0005035868,0.8495591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01137902,"threshold_uncertainty_score":0.03806669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329151227248406,"score_gpt":0.2696704292392693,"score_spread":0.2363789169667853,"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."}}