{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003833923,0.00005913699,0.0001883505,0.0003967704,0.00002777938,0.00002407922,0.00007427363,0.00008166592,0.000231024],"category_scores_gemma":[0.003763963,0.00005731343,0.0000819554,0.0004400272,0.00003484487,0.00007750499,0.000006144486,0.0003013576,0.00001416678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168488,"about_ca_system_score_gemma":0.00184463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801633,"about_ca_topic_score_gemma":0.001405635,"domain_scores_codex":[0.9987969,0.000181035,0.0006327363,0.00008014607,0.0001445131,0.0001646845],"domain_scores_gemma":[0.9986464,0.0001338452,0.0002339757,0.0001465907,0.000512088,0.0003270766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001569451,0.00003901904,0.6868908,0.00004411599,0.00008311602,0.005794175,0.00005903971,0.00000116639,0.0004599733,0.0002782332,0.2599956,0.04633905],"study_design_scores_gemma":[0.0006052022,0.0002437768,0.7734062,0.0001506135,0.00007920457,0.000316113,0.000103123,0.00001427238,0.0003433058,0.0008018897,0.2238431,0.00009324085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600462,0.0006075169,0.00474579,0.01368587,0.0004793142,0.0001333688,0.000003922447,0.00002061547,0.02027735],"genre_scores_gemma":[0.9847444,0.00003648039,0.004642792,0.009052885,0.0006472103,5.278727e-7,0.000008906891,0.00001004345,0.0008567577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08651537,"threshold_uncertainty_score":0.4506088,"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."}}