{"id":"W1587821333","doi":"10.1002/9783527643981.bphot067","title":"Laser Thinning of the Zona Pellucida","year":2012,"lang":"en","type":"other","venue":"","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Zona pellucida; Zona; Laser; Hatching; Thinning; Andrology; Biology; Medicine; Embryo; Optics; Physics; Cell biology; Animal science; Oocyte; Ecology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002322631,0.00008183804,0.0001699446,0.00008190819,0.00001755834,0.000005067911,0.0001858444,0.0001130344,0.0240486],"category_scores_gemma":[0.0000331497,0.00003889609,0.0001074286,0.0001778347,0.0001203844,0.00001449656,0.00009191661,0.0002007404,0.0003060332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001079399,"about_ca_system_score_gemma":0.0001099229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879416,"about_ca_topic_score_gemma":0.00005599312,"domain_scores_codex":[0.9991218,0.00002683401,0.00008076842,0.0001150602,0.0004568968,0.0001986543],"domain_scores_gemma":[0.9993977,0.00001584588,0.00004455942,0.0004339195,0.00002312692,0.00008485881],"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":[0.000005186267,0.00008116736,0.009262115,0.0002372319,0.00006757875,0.0000055691,0.0000978215,1.398862e-7,0.0004532837,0.0005065768,0.9758078,0.01347546],"study_design_scores_gemma":[0.0002108292,0.00002469866,0.001794398,0.0002722241,0.00003978992,0.000008539625,0.0000489784,0.00003582467,0.004245785,0.00001230135,0.9932407,0.00006594497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001767597,0.0007894593,0.00009794438,0.0004627075,0.0001694723,0.0002046279,0.000002820909,0.00003039745,0.9980658],"genre_scores_gemma":[0.01295546,0.0000388196,0.0003986985,0.0001946901,0.0002247028,0.000002005032,0.000002256287,0.0000781987,0.9861051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02374257,"threshold_uncertainty_score":0.9768435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209493024347186,"score_gpt":0.3044074779118575,"score_spread":0.2834581754771389,"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."}}