{"id":"W4306316434","doi":"10.46747/cfp.6810717_1","title":"Head-to-head IUS comparison needed","year":2022,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Etonogestrel; Contraceptive implant; Medicine; Reading (process); Computer science; Family planning; Population; Research methodology; Law; Environmental health; Political science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007438111,0.0004333918,0.002507214,0.0007485118,0.0008445925,0.001932808,0.001176626,0.002934638,0.1927669],"category_scores_gemma":[0.03261581,0.0002195595,0.003995755,0.001347576,0.0006110799,0.002793209,0.0008309575,0.003721534,0.01613391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002890752,"about_ca_system_score_gemma":0.004689021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216539,"about_ca_topic_score_gemma":0.01497662,"domain_scores_codex":[0.991569,0.004420716,0.000964077,0.0008047536,0.001321059,0.0009204815],"domain_scores_gemma":[0.9867594,0.006970822,0.001020876,0.001316188,0.002236846,0.001695893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1117839,0.001708313,0.01389306,0.0123167,0.004190247,0.0003899029,0.0002831774,0.0004101025,0.0006401641,0.02850104,0.4023241,0.4235593],"study_design_scores_gemma":[0.05921829,0.01674894,0.0314349,0.01996898,0.007539725,0.0009551907,0.001706599,0.0009723029,0.001474031,0.06056286,0.799163,0.0002551431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04863769,0.08536723,0.00768566,0.2121269,0.08310708,0.01391636,0.08457789,0.0004752581,0.464106],"genre_scores_gemma":[0.4825051,0.02452424,0.01445179,0.3153613,0.0316636,0.009711732,0.03237234,0.000791883,0.08861803],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1927669,"threshold_uncertainty_score":0.6448694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776473984636539,"score_gpt":0.3134910981459362,"score_spread":0.2657263582995709,"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."}}