{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001064442,0.0009622502,0.004828618,0.001086525,0.0001297974,0.000008651551,0.0002924733,0.0008560672,0.0002292511],"category_scores_gemma":[0.004100312,0.0006401894,0.000974211,0.002102354,0.0009473932,0.00006641534,0.0002800456,0.001357555,0.0001494499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979643,"about_ca_system_score_gemma":0.001636815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002062003,"about_ca_topic_score_gemma":0.000001640167,"domain_scores_codex":[0.9943296,0.000359771,0.001378636,0.002910608,0.0004165297,0.0006047948],"domain_scores_gemma":[0.9949634,0.0002934722,0.0005266517,0.003350542,0.0005881267,0.0002777805],"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":[0.0005134985,0.001057293,0.00003820332,0.0374724,0.001052797,0.0001738272,0.00002569463,1.247137e-8,0.00001960317,0.00004332525,0.008571741,0.9510316],"study_design_scores_gemma":[0.0005951517,0.0005039714,0.001211392,0.02363566,0.004127258,0.0008663202,0.00002913822,4.223821e-7,0.00001336588,0.0001106504,0.9684675,0.0004391868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002598201,0.9893314,0.00004570029,0.001610967,0.00188647,0.003001614,0.0003836715,0.0002872122,0.003426975],"genre_scores_gemma":[0.000008484897,0.9666655,0.0008374512,0.0002238909,0.00534025,0.0001569784,0.003495815,0.00007494325,0.02319666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9598957,"threshold_uncertainty_score":0.9996049,"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."}}