{"id":"W2526165054","doi":"10.47671/tvg.67.13.2001001","title":"Whiplash: indicatie voor medische beeldvorming","year":2011,"lang":"nl","type":"article","venue":"Tijdschrift voor Geneeskunde","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001856807,0.0009352449,0.001174162,0.0006543066,0.0004484309,0.00007008061,0.0007202135,0.0009810501,0.01597013],"category_scores_gemma":[0.001276608,0.000823611,0.0006728565,0.0009614214,0.0007817579,0.0004216486,0.0002949749,0.001274024,0.01671362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794914,"about_ca_system_score_gemma":0.0007375238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075285,"about_ca_topic_score_gemma":0.0001625495,"domain_scores_codex":[0.9938864,0.0005103904,0.001557672,0.001298864,0.00125079,0.001495924],"domain_scores_gemma":[0.9957368,0.0004984567,0.0006342907,0.0016215,0.0003275161,0.001181384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00441336,0.01154906,0.2620094,0.02453514,0.00725275,0.0004980704,0.105775,0.00005594498,0.2339686,0.05140336,0.1457056,0.1528338],"study_design_scores_gemma":[0.01134658,0.006115461,0.7624096,0.003902962,0.002377486,0.00009098318,0.01109315,0.002314428,0.02890299,0.00240068,0.165177,0.00386865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7300539,0.009721914,0.001400057,0.002130937,0.004302018,0.002653083,0.00008243179,0.0004751367,0.2491806],"genre_scores_gemma":[0.9665424,0.0007503275,0.00566382,0.001188096,0.001942518,0.0001442548,0.0001662222,0.0002146061,0.0233878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5004002,"threshold_uncertainty_score":0.9994215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625672621585951,"score_gpt":0.267216931834421,"score_spread":0.2309602056185615,"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."}}