{"id":"W4238956738","doi":"10.1136/bmj.330.7500.1155-a","title":"Hit parade","year":2005,"lang":"en","type":"article","venue":"BMJ","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parade; Computer science; World Wide Web; Data science; Art; Art history","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":[0.0005984515,0.00006183668,0.0001327683,0.00002516271,0.0002644664,0.000001795771,0.000073779,0.000172304,0.0009473134],"category_scores_gemma":[0.00006645556,0.00004960175,0.00002864081,0.00004388347,0.000009409838,0.00003957813,0.00002750666,0.0003222529,0.005084893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000752716,"about_ca_system_score_gemma":0.0001730574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884472,"about_ca_topic_score_gemma":0.001128883,"domain_scores_codex":[0.998798,0.000270546,0.0003498945,0.0001202553,0.0001284964,0.0003328687],"domain_scores_gemma":[0.9993967,0.0001174451,0.00008967017,0.0002299358,0.00004384368,0.0001224091],"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":[0.00001198608,0.00003328221,0.01316015,0.0002849073,0.00001295787,0.000007509275,0.007540443,0.000002731104,0.00004840139,0.01791441,0.8979493,0.06303389],"study_design_scores_gemma":[0.0002048487,0.00001545994,0.0210987,0.00009306396,0.000001499791,0.000001796783,0.0022234,0.00002761069,0.000005301889,0.0001290034,0.9761367,0.00006254778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.182574,0.001720301,0.00007883018,0.3470085,0.001422516,0.001220272,0.00001145287,0.0002594868,0.4657047],"genre_scores_gemma":[0.9636863,0.0000773918,0.0004490553,0.00399637,0.004870745,0.000175699,0.000002638763,0.00001490367,0.02672682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7811124,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081977035457738,"score_gpt":0.5390888055760861,"score_spread":0.3308911020303123,"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."}}