{"id":"W4410119964","doi":"10.1016/j.clinbiochem.2025.110947","title":"Hook effect although rare, still exists","year":2025,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Hook; Chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008451914,0.0002323946,0.0006926167,0.00004247378,0.0000402363,0.00001643255,0.0001959264,0.0003441666,0.0001048007],"category_scores_gemma":[0.00658474,0.000192646,0.0003712937,0.0001934177,0.0003228577,0.00002840504,0.0001329924,0.000574299,0.0001765226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007872352,"about_ca_system_score_gemma":0.0002949197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003507631,"about_ca_topic_score_gemma":2.279861e-7,"domain_scores_codex":[0.9979374,0.00009662522,0.0006356335,0.0008110136,0.000213447,0.0003058853],"domain_scores_gemma":[0.9975538,0.0008696167,0.0001212367,0.00108575,0.00015814,0.0002114524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002960275,0.001150587,0.2319275,0.001451818,0.0009542662,0.0003816642,0.0000310148,9.266095e-7,0.3369527,0.0001014503,0.09864122,0.3254465],"study_design_scores_gemma":[0.01080505,0.0008579894,0.1241191,0.0006833714,0.0007498536,0.000112794,0.00003157267,0.00009697515,0.5832713,0.0003827233,0.2783737,0.0005156281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686939,0.003761865,0.0002153033,0.004417064,0.000621716,0.0004561835,0.000009190381,0.0001882926,0.02163656],"genre_scores_gemma":[0.9727779,0.0001285147,0.0009216622,0.001576521,0.0009644061,0.00003623292,0.00003467348,0.00002104308,0.02353907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3249309,"threshold_uncertainty_score":0.7883024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913444594008854,"score_gpt":0.3836800554084482,"score_spread":0.3645456094683596,"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."}}