{"id":"W4205611046","doi":"10.1249/jsr.0000000000000569","title":"Web Alert","year":2019,"lang":"en","type":"article","venue":"Current Sports Medicine Reports","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; World Wide Web; Web application; Pain medicine; Computer science; Anesthesiology; Anesthesia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005923074,0.0002169881,0.0005812538,0.000202481,0.00006452791,0.000004585847,0.0000495033,0.00007041012,0.002723262],"category_scores_gemma":[0.0001726178,0.0001590947,0.0001059776,0.000304352,0.0001365112,0.0000787071,0.00005317151,0.0002834412,0.0001376333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009316269,"about_ca_system_score_gemma":0.0003754217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002802552,"about_ca_topic_score_gemma":5.225796e-7,"domain_scores_codex":[0.9976285,0.00001422323,0.0007034679,0.0005109939,0.0007950171,0.0003477698],"domain_scores_gemma":[0.9983406,0.00003847963,0.0003121575,0.0007375755,0.0002543029,0.0003168511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002235129,0.0001523105,0.8624141,0.0003825892,0.0000352953,0.0003131084,0.0005482343,4.927747e-7,0.00003682571,0.0001632676,0.07576441,0.060167],"study_design_scores_gemma":[0.0005200923,0.0001181478,0.3585768,0.000957697,0.0001406907,0.00120636,0.001093531,0.0000125855,0.00003199031,0.0001679966,0.6370132,0.0001609459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068511,0.007383927,0.00001018023,0.004542108,0.01067116,0.0008490572,9.550752e-7,0.0001731766,0.06951836],"genre_scores_gemma":[0.9898487,0.002100431,0.00008058286,0.0006395851,0.00116577,0.00003441222,0.00009076345,0.00002518247,0.006014516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5612488,"threshold_uncertainty_score":0.9981884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0835096923766487,"score_gpt":0.3776070420481678,"score_spread":0.2940973496715191,"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."}}