{"id":"W7103420912","doi":"","title":"Patrick McGill","year":2021,"lang":"","type":"article","venue":"The Medicine Forum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.001168801,0.001246594,0.0006491777,0.001444379,0.003100717,0.005439549,0.001142437,0.003697147,0.6303973],"category_scores_gemma":[0.006712286,0.0003754191,0.0003971207,0.0009004024,0.0008724167,0.002173112,0.003576479,0.003235505,0.4608752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146003,"about_ca_system_score_gemma":0.002358863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242545,"about_ca_topic_score_gemma":0.02186476,"domain_scores_codex":[0.9990225,0.000121114,0.00002587704,0.0001581533,0.0004843608,0.0001880032],"domain_scores_gemma":[0.9976512,0.0003547658,0.00008691449,0.0001753539,0.0005927141,0.001139069],"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":[0.000005486801,0.000006023508,0.00003686902,0.00001309559,4.99022e-7,0.00002029968,0.00001313441,0.000004847254,0.00002140976,0.0009024103,0.98286,0.01611589],"study_design_scores_gemma":[0.000002710634,0.000003838937,0.0001049533,0.00003142015,6.783666e-7,0.00002587923,0.00003762556,0.000008496699,0.00001711093,0.0003801054,0.9993851,0.00000204766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003931721,0.01047139,0.0003697002,0.06917496,0.09084481,0.00005382767,0.0005583763,0.0005450726,0.8275888],"genre_scores_gemma":[0.0008991127,0.001160308,0.0000802044,0.005953218,0.003187621,0.00001557648,0.00006397942,0.00008202437,0.9885579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3696027,"threshold_uncertainty_score":0.5271934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542682290694563,"score_gpt":0.2831711603666183,"score_spread":0.2577443374596726,"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."}}