{"id":"W4230668559","doi":"10.1136/bmj.b279","title":"","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008182731,0.001319496,0.001074345,0.001543577,0.0034703,0.003421239,0.001105083,0.006974259,0.5494329],"category_scores_gemma":[0.01031467,0.0008944963,0.001141793,0.001224028,0.001151941,0.002103515,0.002052305,0.005673455,0.3300539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0021407,"about_ca_system_score_gemma":0.002961858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097258,"about_ca_topic_score_gemma":0.02356946,"domain_scores_codex":[0.9992824,0.00008565315,0.000038579,0.00006480587,0.0002879557,0.0002406024],"domain_scores_gemma":[0.9983705,0.0003760222,0.00006584492,0.0001131742,0.0003953635,0.0006791702],"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":[0.0001842494,0.00006038899,0.0004769198,0.0002247231,0.00001909856,0.0003139389,0.00002882126,0.00003664053,0.0001816929,0.00285832,0.9739931,0.02162215],"study_design_scores_gemma":[0.0001482065,0.0000603444,0.003063606,0.0002604754,0.00003267404,0.0004919242,0.0000512777,0.00004524309,0.000161393,0.00216976,0.9935032,0.00001200993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002069259,0.003771103,0.0003418865,0.05628029,0.01983552,0.0002201352,0.00226365,0.0006001638,0.914618],"genre_scores_gemma":[0.009876854,0.004038321,0.0002775033,0.02294673,0.009054715,0.0001004073,0.001230229,0.0001969708,0.9522782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4505671,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022629287567283,"score_gpt":0.3422162308759006,"score_spread":0.3119899380002278,"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."}}