{"id":"W4386565103","doi":"10.1097/01.eem.0000558178.08252.85","title":"Medically Clear","year":2019,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"History of Medical Practice","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009395631,0.0002595017,0.0006388139,0.0001911854,0.00007301162,0.000001305114,0.0002618889,0.0002037732,0.2168402],"category_scores_gemma":[0.003558472,0.0001936087,0.000146985,0.000448361,0.0002306117,0.0001462569,0.0000573329,0.0008086424,0.01067519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118296,"about_ca_system_score_gemma":0.0002113136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002881087,"about_ca_topic_score_gemma":0.00003628168,"domain_scores_codex":[0.9966105,0.0001233839,0.0008481235,0.0005215293,0.00142685,0.0004695747],"domain_scores_gemma":[0.9978227,0.0001623279,0.0002071027,0.0008067536,0.0001710216,0.0008301063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003550841,0.0001919642,0.0146857,0.0002020035,0.00008621661,0.00008403573,0.0007786552,6.052728e-7,0.00685906,0.0005843044,0.966157,0.01001543],"study_design_scores_gemma":[0.002533785,0.001472507,0.009901584,0.0001943564,0.0001723144,0.0001015077,0.0005265713,0.0001085664,0.00003314504,0.0001407595,0.9846233,0.0001916141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1721936,0.001992048,0.0003615311,0.07076897,0.009617047,0.0008007303,0.000001272854,0.0002930835,0.7439716],"genre_scores_gemma":[0.5333302,0.003455432,0.00198596,0.0182682,0.008445465,0.00005091645,0.00009093001,0.0002096452,0.4341633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3611365,"threshold_uncertainty_score":0.9900951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465314445640741,"score_gpt":0.3441913431893385,"score_spread":0.3095381987329311,"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."}}