{"id":"W2031239769","doi":"10.1136/bmj.f4237","title":"Anthony Lethbridge Wells","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":[0.001251622,0.000522603,0.0003630423,0.0009483466,0.002836611,0.00245515,0.0007855795,0.002836452,0.1479919],"category_scores_gemma":[0.01008527,0.0003722919,0.0002163051,0.0004507807,0.0009509696,0.001839667,0.002776885,0.007470381,0.04305475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912198,"about_ca_system_score_gemma":0.003226664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079905,"about_ca_topic_score_gemma":0.01976347,"domain_scores_codex":[0.9987516,0.0002127386,0.00004088413,0.0002153032,0.000577539,0.0002018734],"domain_scores_gemma":[0.9954732,0.0006687909,0.0001680422,0.0001196686,0.0009425655,0.002627728],"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":[0.000007068019,0.000003813067,0.00005244655,0.0000264177,9.028705e-7,0.00009006235,0.00006417299,0.0000041553,0.00003218765,0.001007947,0.9903942,0.008316643],"study_design_scores_gemma":[0.000002642426,0.000005155553,0.0001734129,0.0001078862,9.201435e-7,0.0002519236,0.000174986,0.000004878024,0.00002632284,0.000334809,0.9989133,0.000003830317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00140387,0.05800025,0.000546961,0.5691899,0.1255614,0.00006888418,0.000320391,0.0002052846,0.2447031],"genre_scores_gemma":[0.01336411,0.03492535,0.0004703646,0.149137,0.0183722,0.00008099265,0.0001776925,0.0001904699,0.7832819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1479919,"threshold_uncertainty_score":0.4950821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166653132386238,"score_gpt":0.2578039152715477,"score_spread":0.2061373839476853,"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."}}