{"id":"W4402581996","doi":"10.1503/cmaj.240120","title":"Pain management in people receiving intrauterine device insertion","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Intrauterine device; Computer science; Medicine; Pain management; Anesthesia; Family planning; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004467357,0.00007835179,0.000153233,0.0003554048,0.000085268,0.00006927145,0.00005499654,0.0001706226,0.001468391],"category_scores_gemma":[0.001181861,0.00007245986,0.00004940741,0.0004640103,0.000008008367,0.0001335343,0.000006292934,0.0007730444,0.0001343356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187953,"about_ca_system_score_gemma":0.001232435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167009,"about_ca_topic_score_gemma":0.05401311,"domain_scores_codex":[0.9981892,0.0002137431,0.0003734165,0.0001794588,0.0006791893,0.0003650044],"domain_scores_gemma":[0.9988515,0.00008579522,0.00005506334,0.00007350388,0.0001270464,0.0008071238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002058777,0.00002723736,0.0747447,0.0001483792,0.00006518757,0.001033504,0.0004559154,0.000003053911,0.00002757848,0.0003260365,0.03794868,0.8851991],"study_design_scores_gemma":[0.0005776521,0.00008189816,0.5375846,0.0005474741,0.00002378816,0.0003434698,0.0004629052,0.003696467,0.000003225149,0.0002997061,0.4562918,0.00008699843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7355129,0.001221324,0.001162686,0.254148,0.001465602,0.0003489259,0.000002640827,0.00005388672,0.006084037],"genre_scores_gemma":[0.9831887,0.001503492,0.0002019806,0.0115356,0.002558679,0.00002025738,0.00001291856,0.00001519743,0.0009631232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8851122,"threshold_uncertainty_score":0.9994444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009416853220521621,"score_gpt":0.2740158693523151,"score_spread":0.2645990161317935,"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."}}