{"id":"W2025192660","doi":"10.1016/j.clinbiochem.2014.06.045","title":"Test utilization review: Focus on testosterone","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Test (biology); Testosterone (patch); Focus (optics); Computer science; Medicine; Internal medicine; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002770474,0.0009522716,0.002769532,0.005610292,0.0003279371,0.002323767,0.0009218582,0.001856399,0.00632225],"category_scores_gemma":[0.01014186,0.0004283802,0.001780567,0.009111458,0.000531571,0.001955874,0.0009269684,0.001534198,0.001389139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837029,"about_ca_system_score_gemma":0.005120111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005151193,"about_ca_topic_score_gemma":0.01083007,"domain_scores_codex":[0.9985671,0.0004099754,0.0003583619,0.0002465559,0.0002936771,0.0001243918],"domain_scores_gemma":[0.9903049,0.006902664,0.001205456,0.0001149593,0.001163299,0.0003087152],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004334979,0.0001147603,0.004147323,0.06695379,0.001266634,0.0005409322,0.0001373171,0.0003033151,0.0004491916,0.001530651,0.1071168,0.8170059],"study_design_scores_gemma":[0.0001869824,0.0004129817,0.0205208,0.09670867,0.00434882,0.005058816,0.0005912294,0.0002486446,0.000632876,0.001310709,0.8698823,0.00009713125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0001914607,0.9976313,0.00004802457,0.001108738,0.0004934817,0.000002974825,0.00005154304,0.0000031622,0.0004693598],"genre_scores_gemma":[0.002322511,0.9943417,0.0001228162,0.001524703,0.001211846,0.000007453239,0.0001002099,0.000005162392,0.0003635794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9972295,"threshold_uncertainty_score":0.02114999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2063159215513739,"score_gpt":0.506512270289246,"score_spread":0.300196348737872,"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."}}