{"id":"W4409732902","doi":"10.1016/j.rbmo.2025.104836","title":"Moonshots","year":2025,"lang":"en","type":"review","venue":"Reproductive BioMedicine Online","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"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":[0.0002116001,0.0008070101,0.0005138083,0.001267081,0.0005199795,0.001587985,0.0004780299,0.001095356,0.4231402],"category_scores_gemma":[0.001162347,0.0001711299,0.000270243,0.0007934141,0.0002929941,0.001262803,0.00195572,0.001389953,0.2842839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120339,"about_ca_system_score_gemma":0.0006745324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004983998,"about_ca_topic_score_gemma":0.001387386,"domain_scores_codex":[0.9998268,0.0000262039,0.000008685265,0.00003072219,0.00007812349,0.00002953341],"domain_scores_gemma":[0.9997571,0.00006276015,0.00002161749,0.00001840416,0.00004596389,0.00009415254],"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":[0.00003316489,0.00001522287,0.00006600781,0.000449639,0.000005000188,0.00008042136,0.00003079227,0.00005065654,0.0004724141,0.003574579,0.3702733,0.6249489],"study_design_scores_gemma":[0.000005293871,0.000007723913,0.0001003311,0.0001551261,0.000002783994,0.0001153483,0.00001605614,0.0000181475,0.0000621889,0.000787515,0.998727,0.000002391828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009076152,0.1505106,0.002987078,0.007522852,0.01666847,0.00008441102,0.0009197899,0.001612198,0.8187869],"genre_scores_gemma":[0.004254463,0.05085017,0.001211076,0.004869098,0.003216084,0.00006069852,0.0006381698,0.0002306333,0.9346696],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4231402,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07752256183526357,"score_gpt":0.4203434434541117,"score_spread":0.3428208816188481,"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."}}