{"id":"W2075597010","doi":"10.1136/bmj.39038.663970.94","title":"Computers: transcending our limits?","year":2007,"lang":"en","type":"article","venue":"BMJ","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Engineering ethics; Data science; Computer science; Epistemology; Management science; Sociology; Engineering; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.01246232,0.0007214954,0.001303284,0.001629777,0.004322976,0.02049139,0.002594169,0.009866202,0.01473498],"category_scores_gemma":[0.04105615,0.0004794754,0.000641348,0.001773047,0.0235443,0.03988243,0.00905073,0.01151851,0.00439566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654338,"about_ca_system_score_gemma":0.008857488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302774,"about_ca_topic_score_gemma":0.01087027,"domain_scores_codex":[0.9892918,0.005643225,0.0007257695,0.0009524401,0.002291799,0.001094915],"domain_scores_gemma":[0.9567323,0.02568378,0.002308723,0.00256758,0.0060732,0.00663433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002252743,0.0003666223,0.00781328,0.001779954,0.0001875594,0.0004969562,0.01766087,0.0008780938,0.001021039,0.4475303,0.1834346,0.3386054],"study_design_scores_gemma":[0.00004797238,0.0001523504,0.003808473,0.003163097,0.00008136986,0.0008420435,0.02550999,0.000578842,0.0003438404,0.3695626,0.595769,0.000140404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01002497,0.06503376,0.006709166,0.8674684,0.003161052,0.00002371841,0.0001218626,0.000141865,0.04731515],"genre_scores_gemma":[0.5045121,0.1620936,0.01912065,0.270975,0.01732946,0.0003755136,0.0002182886,0.0006171503,0.02475827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02049139,"threshold_uncertainty_score":0.06590784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571914095583723,"score_gpt":0.3177445938305418,"score_spread":0.2820254528747046,"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."}}