{"id":"W4410945753","doi":"10.25071/1708-6701.40505","title":"Milestones","year":2025,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016922,0.00181875,0.0007761717,0.001838055,0.002323737,0.01009037,0.002483813,0.006237569,0.1987018],"category_scores_gemma":[0.01662189,0.0005470677,0.001402311,0.0009765821,0.001490569,0.004662159,0.004859391,0.007826716,0.192593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003511627,"about_ca_system_score_gemma":0.01470196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002247237,"about_ca_topic_score_gemma":0.006103613,"domain_scores_codex":[0.9929166,0.0008553762,0.0003635295,0.0005852598,0.003880859,0.001398442],"domain_scores_gemma":[0.9783528,0.001081751,0.0004979247,0.0007452581,0.008638593,0.01068377],"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":[0.0000306382,0.00004676569,0.00007346828,0.0002804173,0.000003939593,0.00009432372,0.00005180465,0.00005320819,0.0002555684,0.005302199,0.9380488,0.05575893],"study_design_scores_gemma":[0.00001044205,0.00004236997,0.0001571254,0.0001970388,0.000003072905,0.00009645287,0.00008118933,0.0000231981,0.0001398134,0.001730593,0.9975123,0.000006477112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001076304,0.02527464,0.004656551,0.2339876,0.4371977,0.0006893753,0.001316681,0.001262826,0.2945383],"genre_scores_gemma":[0.009018318,0.02968757,0.008150165,0.08443807,0.07939378,0.0007802831,0.002511244,0.0008776683,0.785143],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1987018,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008123237251889726,"score_gpt":0.2960297010159354,"score_spread":0.2879064637640457,"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."}}