{"id":"W6985118646","doi":"","title":"Patrick McGill","year":2021,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001474822,0.001176063,0.0005510855,0.001163286,0.00320807,0.005301888,0.001082364,0.00439071,0.5017031],"category_scores_gemma":[0.007956303,0.0004482361,0.0004843846,0.0007048425,0.0009571148,0.002382023,0.003682459,0.004663854,0.3119852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386667,"about_ca_system_score_gemma":0.003411524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009303045,"about_ca_topic_score_gemma":0.02889918,"domain_scores_codex":[0.9985932,0.0002247974,0.00003010778,0.0002332046,0.0006574712,0.0002612296],"domain_scores_gemma":[0.9966956,0.0004051751,0.000106476,0.0001740914,0.00104381,0.001574831],"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":[0.000005333477,0.000005317844,0.00002887755,0.00001251356,6.158481e-7,0.00001947209,0.00001325125,0.000007058004,0.0000224237,0.001099039,0.9844561,0.01432999],"study_design_scores_gemma":[0.000002547221,0.00000509985,0.00008139707,0.00003479028,7.224935e-7,0.00002708689,0.00004645785,0.000007924319,0.00001369676,0.0003965214,0.9993812,0.000002668859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004206432,0.01599729,0.0007084263,0.1159138,0.09515085,0.00007803737,0.0004098408,0.0005471106,0.7707742],"genre_scores_gemma":[0.001198761,0.002078257,0.0001458103,0.01375446,0.002935258,0.00002040551,0.00006155753,0.00008660165,0.9797189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4982969,"threshold_uncertainty_score":0.71076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306519596991277,"score_gpt":0.2785069668366379,"score_spread":0.2554417708667251,"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."}}