{"id":"W3192845047","doi":"10.1002/dta.3135","title":"No pain, just gain: Painless, easy, and fast dried blood spot collection from fingertip and upper arm in doping control","year":2021,"lang":"en","type":"article","venue":"Drug Testing and Analysis","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Olympic Committee; World Anti-Doping Agency; Anti Doping Danmark","keywords":"Medicine; Blood collection; Anesthesia; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379292,0.0001475513,0.0005218259,0.0001612744,0.000239595,0.00004422474,0.00001748815,0.00004298137,0.00001075746],"category_scores_gemma":[0.002520576,0.0001200117,0.00006285701,0.0007875217,0.0001038549,0.00003754889,0.00004476153,0.000152832,6.698378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001546491,"about_ca_system_score_gemma":0.00003351983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008847457,"about_ca_topic_score_gemma":0.0003357931,"domain_scores_codex":[0.9988294,0.0001445076,0.00023564,0.0004781084,0.0001304466,0.0001819443],"domain_scores_gemma":[0.9988271,0.0006689152,0.00007147057,0.0001231037,0.0002205927,0.00008882015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005344408,0.0001154851,0.9853292,0.00007661583,0.0009506623,0.00008541024,0.001004138,0.00004019613,0.007284444,0.000002964379,0.00004100251,0.005016513],"study_design_scores_gemma":[0.002253193,0.00008598206,0.960346,0.0003405102,0.003195861,0.00002285801,0.004408553,0.02791123,0.0009208441,0.0001285855,0.0001303328,0.0002560248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918724,0.005815899,0.0001547428,0.001258361,0.00002319344,0.00008982045,0.00001069698,0.00003295502,0.0007419384],"genre_scores_gemma":[0.9973465,0.0004300798,0.0009382162,0.0002728531,0.0001952097,0.00001045078,0.00002176414,0.000009184187,0.0007757474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787103,"threshold_uncertainty_score":0.4893936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813803357608991,"score_gpt":0.2402162538548596,"score_spread":0.2220782202787696,"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."}}