{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008936785,0.0003524432,0.0004098829,0.0006652774,0.000539448,0.001066578,0.0002038151,0.0005787952,0.001151947],"category_scores_gemma":[0.002211116,0.0002060151,0.0002250266,0.0004042762,0.00049747,0.0003334765,0.0004458187,0.0003568784,0.000159793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320645,"about_ca_system_score_gemma":0.0001581249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085184,"about_ca_topic_score_gemma":0.003653203,"domain_scores_codex":[0.9989256,0.0002809893,0.00009765813,0.0002173733,0.0003492542,0.0001290934],"domain_scores_gemma":[0.9991277,0.0002306128,0.0003621379,0.00003085356,0.0001240192,0.0001248402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002818166,0.0006629396,0.948466,0.0001906898,0.0001192278,0.0008538016,0.003488963,0.00006754691,0.01128967,0.00009056213,0.000265404,0.03168696],"study_design_scores_gemma":[0.00001707719,0.001322424,0.9947743,0.00002833333,0.00004705348,0.001010065,0.001696359,0.0001215322,0.0005284768,0.00003389439,0.0004084866,0.00001198803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988078,0.0003981475,0.0001201247,0.0000228288,0.000009569501,0.00001123638,0.00002314127,0.00000187303,0.0006053139],"genre_scores_gemma":[0.9990971,0.0001850065,0.0001944449,0.00004594612,0.00001444664,0.000007659199,0.00004505534,0.000001530009,0.0004088731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004085184,"threshold_uncertainty_score":0.008122802,"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."}}