{"id":"W2092876777","doi":"10.1503/cmaj.060471","title":"Balancing the cyclooxygenase portfolio","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Portfolio; Cyclooxygenase; Simple (philosophy); Data science; Medicine; Risk analysis (engineering); Intensive care medicine; Business; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007961855,0.0008434966,0.001747303,0.0009289666,0.003817035,0.005373113,0.001515404,0.02853294,0.009889977],"category_scores_gemma":[0.02609198,0.0005871506,0.0008045086,0.0005702155,0.007020812,0.00993261,0.00478768,0.05021426,0.007764271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004570296,"about_ca_system_score_gemma":0.003800632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125208,"about_ca_topic_score_gemma":0.003670248,"domain_scores_codex":[0.9943519,0.001697039,0.0005094385,0.000695304,0.002153999,0.0005923256],"domain_scores_gemma":[0.9854298,0.006954856,0.0005409814,0.0007578918,0.002768305,0.0035482],"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":[0.0001928461,0.00008811673,0.0004273808,0.0001892637,0.00003473734,0.002190339,0.0002851146,0.00008164698,0.000666036,0.02279227,0.8916837,0.08136851],"study_design_scores_gemma":[0.0001431633,0.0001339025,0.0004961428,0.0005518012,0.0000194043,0.004154765,0.000490817,0.0002147482,0.0002007121,0.04344422,0.9501055,0.00004480693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000403793,0.01180677,0.0003379215,0.9661739,0.01762411,0.00000687492,0.00001061136,0.00002108997,0.003614925],"genre_scores_gemma":[0.009230532,0.009515511,0.0005070962,0.8782346,0.09617513,0.00003261635,0.0000157441,0.00002194922,0.006266782],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02853294,"threshold_uncertainty_score":0.04210681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003885765095750841,"score_gpt":0.2077661536027543,"score_spread":0.2038803885070035,"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."}}