{"id":"W7014956985","doi":"","title":"QTP-MACE Protocol Appendices Aug2024","year":2024,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Health care; Front line; Quality (philosophy); Patient safety; Confidentiality; Medical record","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":[],"category_scores_codex":[0.009201064,0.0009472268,0.001625707,0.002143885,0.002252805,0.003825139,0.002256373,0.004147195,0.7049612],"category_scores_gemma":[0.0630961,0.001237019,0.002009786,0.001799465,0.0008123666,0.002557467,0.002838045,0.004097315,0.3820302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337557,"about_ca_system_score_gemma":0.006966605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009490544,"about_ca_topic_score_gemma":0.01237755,"domain_scores_codex":[0.995025,0.001737496,0.001265585,0.0004274142,0.001082186,0.0004623717],"domain_scores_gemma":[0.9772173,0.00753927,0.001698894,0.002834952,0.008724314,0.001985282],"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":[0.0002460743,0.00003008068,0.00009790642,0.00048072,0.00000772902,0.0000241112,0.00001519764,0.00005783281,0.00002469694,0.0008244209,0.9881493,0.01004198],"study_design_scores_gemma":[0.001775391,0.0001072126,0.001695782,0.002660958,0.0000245842,0.00009634635,0.00005311265,0.0002129742,0.0001685078,0.004068917,0.989095,0.00004119513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0008820543,0.001308497,0.007419978,0.01635939,0.01102477,0.05090245,0.5493333,0.006094698,0.3566748],"genre_scores_gemma":[0.009291668,0.002847304,0.01186647,0.05274405,0.006194791,0.1704224,0.2975734,0.005298771,0.4437613],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7049612,"threshold_uncertainty_score":0.420837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583237143050788,"score_gpt":0.240237383077005,"score_spread":0.2244050116464971,"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."}}