{"id":"W2125400069","doi":"10.1373/clinchem.2011.162107","title":"The Athlete Biological Passport: An Effective Tool in the Fight against Doping","year":2011,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Anti-Doping Agency","funders":"","keywords":"Athletes; Medicine; Erythropoiesis; Internal medicine; Physical therapy","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":[0.004422966,0.0009597172,0.0008235108,0.002549498,0.003310172,0.003887213,0.002490882,0.004217624,0.03510685],"category_scores_gemma":[0.006151292,0.0002921489,0.0005899002,0.001050624,0.003094411,0.003648596,0.004703872,0.003594579,0.01096021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055759,"about_ca_system_score_gemma":0.002376342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932316,"about_ca_topic_score_gemma":0.003851533,"domain_scores_codex":[0.9967293,0.0009825483,0.0001168337,0.0003848788,0.001586426,0.000200071],"domain_scores_gemma":[0.997592,0.0007323086,0.000321124,0.0001741763,0.0005174127,0.0006630704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001921265,0.0005377293,0.0036849,0.0008687573,0.00006730134,0.0004518799,0.001197041,0.0001504303,0.001866394,0.02451446,0.1632999,0.8031691],"study_design_scores_gemma":[0.00003322637,0.0003432388,0.003223251,0.001570925,0.00006100235,0.001099334,0.0009361499,0.0003163969,0.0009488698,0.008566718,0.9828599,0.00004091304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03068074,0.2400332,0.07561141,0.2293945,0.02557555,0.0009705504,0.001107423,0.004940947,0.3916858],"genre_scores_gemma":[0.2753823,0.1522443,0.1496595,0.1138167,0.0144338,0.0011503,0.001376343,0.001569532,0.2903672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03510685,"threshold_uncertainty_score":0.1174442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149095635302375,"score_gpt":0.3636853840277065,"score_spread":0.248775820497469,"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."}}