{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004532758,0.0008374067,0.0005122176,0.001164665,0.001659573,0.004132192,0.000784093,0.001689535,0.736896],"category_scores_gemma":[0.001697018,0.0003090898,0.0004112088,0.001114067,0.0006534604,0.001608912,0.002768068,0.001682114,0.4402163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645684,"about_ca_system_score_gemma":0.002204453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582935,"about_ca_topic_score_gemma":0.03561454,"domain_scores_codex":[0.9993439,0.00007479622,0.0000325882,0.0001934845,0.0002338418,0.0001212517],"domain_scores_gemma":[0.9990743,0.0001052007,0.00007238804,0.0001082405,0.000271035,0.0003687313],"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":[0.0003485214,0.0001167574,0.004425777,0.0006095486,0.00004225121,0.001653146,0.0004053725,0.0002105156,0.001749375,0.01720398,0.6102731,0.3629616],"study_design_scores_gemma":[0.000008161081,0.00001852227,0.00130898,0.00009547966,0.000003194554,0.0002652011,0.0001442789,0.00003476459,0.0001178527,0.0005282793,0.9974697,0.000005742449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006139846,0.007657622,0.001009725,0.009102484,0.005907073,0.00009047941,0.005184221,0.001099217,0.9638092],"genre_scores_gemma":[0.009290894,0.003019278,0.000584751,0.001722854,0.0003840346,0.00002651305,0.001936704,0.000341848,0.9826932],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.736896,"threshold_uncertainty_score":0,"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."}}