{"id":"W4389401413","doi":"10.46292/sci23-2004605s","title":"Poster (Clinical/Best Practice Implementation) ID 2004605","year":2023,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Centre for Family Medicine","funders":"","keywords":"Medicine; Nursing; Family medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009614682,0.001264928,0.0007144092,0.001481539,0.00109791,0.00362392,0.002537435,0.008628305,0.6511039],"category_scores_gemma":[0.01393158,0.000646491,0.001374466,0.000956063,0.0006471367,0.002778267,0.004225815,0.004236626,0.309647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936757,"about_ca_system_score_gemma":0.004852428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079444,"about_ca_topic_score_gemma":0.002546848,"domain_scores_codex":[0.9946496,0.002792101,0.0005564192,0.0003078532,0.001078099,0.0006159035],"domain_scores_gemma":[0.9892942,0.001491861,0.0004876725,0.0005370023,0.003929166,0.004260167],"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":[0.0001757684,0.0005902706,0.0001209454,0.001013948,0.000006791942,0.0001359025,0.00006213493,0.00005616235,0.0001962874,0.0004565978,0.8421077,0.1550774],"study_design_scores_gemma":[0.0006136571,0.0004251299,0.001915275,0.003039386,0.00001491126,0.0001517186,0.0002138456,0.0001318736,0.0002192647,0.000848419,0.9924035,0.00002302359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004095238,0.005011187,0.00652699,0.09243272,0.05873756,0.02149389,0.006965138,0.003324203,0.8014131],"genre_scores_gemma":[0.01758364,0.00763229,0.03824388,0.07397249,0.01787897,0.01947496,0.008366828,0.001319803,0.8155272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3488961,"threshold_uncertainty_score":0.4976579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251361905284845,"score_gpt":0.5858841519949292,"score_spread":0.3607479614664447,"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."}}