{"id":"W4248185965","doi":"10.1080/24740527.2021.1914216","title":"Clinical Innovation Poster Abstracts","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Library science; Political science; Computer science","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":[0.002630934,0.001284624,0.0006286578,0.001845367,0.001922787,0.003901609,0.001559298,0.0030645,0.7202022],"category_scores_gemma":[0.006669509,0.0005448561,0.001184354,0.001087752,0.0006688448,0.001316156,0.002271788,0.003694715,0.244444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003742747,"about_ca_system_score_gemma":0.01306999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265719,"about_ca_topic_score_gemma":0.05005465,"domain_scores_codex":[0.997918,0.0003492169,0.0001367121,0.0002511094,0.000863688,0.0004813759],"domain_scores_gemma":[0.9911908,0.0006654917,0.0001997338,0.0004069741,0.004795682,0.002741365],"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":[0.0002597678,0.0002281337,0.0006816049,0.0002446398,0.00001359117,0.0003372254,0.0000392905,0.00007382808,0.0006492006,0.0006302661,0.9059213,0.09092121],"study_design_scores_gemma":[0.0003016515,0.0001888139,0.004441622,0.0004512622,0.00002016382,0.0003968107,0.0002662758,0.0001297203,0.0005271047,0.0009020648,0.9923544,0.00002006116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006165182,0.005760489,0.001803036,0.04603939,0.06808398,0.002085113,0.006806251,0.0007342332,0.8625223],"genre_scores_gemma":[0.01397303,0.004798196,0.001706794,0.009908127,0.01000505,0.0005400784,0.002713936,0.0002342378,0.9561205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7202022,"threshold_uncertainty_score":0.3990976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117789383407187,"score_gpt":0.3308543632756837,"score_spread":0.2896764694416118,"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."}}