{"id":"W4205373988","doi":"10.3399/bjgp22x718073","title":"Thus spoke Honda: philosophy and technology","year":2021,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Morning; Excellence; Blood pressure; Alternative medicine; Stroke (engine); Confounding; Ambulatory; Evening; MEDLINE","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0222607,0.0007931341,0.0009221156,0.001175979,0.003923845,0.01378355,0.002364939,0.00756632,0.05189135],"category_scores_gemma":[0.07607891,0.0005522018,0.0007696677,0.0009907481,0.0133123,0.01699539,0.006220941,0.01730384,0.0366135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004296402,"about_ca_system_score_gemma":0.008917172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261725,"about_ca_topic_score_gemma":0.001718276,"domain_scores_codex":[0.9823925,0.009058304,0.0006820341,0.001990838,0.004610131,0.001266174],"domain_scores_gemma":[0.9654098,0.01125006,0.001486831,0.005548023,0.008658958,0.007646424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001599964,0.00007524023,0.0005410546,0.0001704184,0.00002680178,0.0001792235,0.002079894,0.0001072016,0.0002301583,0.1757655,0.7274448,0.09321968],"study_design_scores_gemma":[0.00003083205,0.00004154465,0.0001005057,0.0003050729,0.000008515547,0.0001646272,0.0007127829,0.0001058303,0.0001136858,0.03641472,0.9619837,0.00001817622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00113794,0.01319666,0.01775778,0.7882938,0.06949635,0.0001143668,0.000246513,0.0007829281,0.1089736],"genre_scores_gemma":[0.07737763,0.01877341,0.02655854,0.5763893,0.0470312,0.0006880711,0.0004218657,0.002176676,0.2505834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9960762,"threshold_uncertainty_score":0.1735938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184669062316653,"score_gpt":0.2453660238247511,"score_spread":0.2335193332015845,"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."}}