{"id":"W3081782585","doi":"10.1111/pan.13908","title":"The plural of anecdote is not data, please mind the gap between virtual and real life","year":2020,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Anecdote; Plural; Section (typography); Anesthesia; Psychoanalysis; Literature; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315134,0.0001664743,0.0003137692,0.00003357475,0.0001574832,0.00002805187,0.0003673205,0.00009266169,0.00009576328],"category_scores_gemma":[0.0001985681,0.00009217982,0.00006657401,0.0002140459,0.0001240954,0.00009071897,0.0001065669,0.0002042969,0.00006350508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006491722,"about_ca_system_score_gemma":0.0002745159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004908152,"about_ca_topic_score_gemma":0.000001791289,"domain_scores_codex":[0.9985851,0.00006989863,0.0003680746,0.0003183958,0.0004075985,0.0002509522],"domain_scores_gemma":[0.9985414,0.000293741,0.0001760319,0.0005842294,0.00005519402,0.0003494738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114621,0.00008665879,0.8816334,0.0002131366,0.0001775939,0.0005160075,0.004418914,0.00000135983,0.0009717197,0.0007438412,0.07346383,0.03662734],"study_design_scores_gemma":[0.004046045,0.002844002,0.5604527,0.0000203667,0.002806643,0.0002631307,0.003509767,0.00121337,0.003372627,0.00007574597,0.4207273,0.0006682876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822556,0.000646837,0.00007736264,0.01648189,0.00002873313,0.0003326437,0.00003895037,0.00002146,0.0001164697],"genre_scores_gemma":[0.9936336,0.0005331278,0.00009302104,0.003718479,0.001596585,0.000005733061,0.00004703771,0.00002358268,0.0003488204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472635,"threshold_uncertainty_score":0.3758984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08791218658316909,"score_gpt":0.2942263770960168,"score_spread":0.2063141905128477,"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."}}