{"id":"W3166313538","doi":"10.1002/ijgo.13791","title":"Preliminary clinical assessment of a task‐shifting device for subcutaneous contraceptive implants","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Michigan Economic Development Corporation; VentureWell","keywords":"Medicine; Clinical trial; Task (project management); Medical physics; Contraceptive implant; Implant; Dentistry; Gynecology; Obstetrics; Surgery; Population; Family planning; Research methodology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001099695,0.0001161572,0.000570071,0.0002453642,0.00004351129,0.00001269892,0.0001768208,0.0001837269,0.00007541148],"category_scores_gemma":[0.01733345,0.0001045785,0.0003005843,0.0001753805,0.00008177114,0.0001098763,0.00004770224,0.000453628,0.000003089818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005144,"about_ca_system_score_gemma":0.001305008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002971846,"about_ca_topic_score_gemma":0.000005920254,"domain_scores_codex":[0.9975587,0.0001878837,0.001335052,0.0002333246,0.000470555,0.0002144655],"domain_scores_gemma":[0.9870959,0.006621961,0.001263756,0.0001484121,0.004717001,0.0001529696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006533832,0.003814391,0.5308682,0.0002690726,0.002645822,0.007258498,0.0006328286,0.0001947674,0.01827369,0.001376598,0.00277664,0.4253556],"study_design_scores_gemma":[0.009907492,0.008400072,0.9426923,0.0002656412,0.0005795997,0.009375614,0.0009944073,0.001262522,0.002086404,0.0006449244,0.02360508,0.0001859386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829983,0.001891378,0.005112093,0.003547119,0.005558234,0.0003407978,0.00004093209,0.000007460426,0.0005037538],"genre_scores_gemma":[0.9875936,0.0006962714,0.009649845,0.0009183003,0.0009057775,0.000008536816,0.00002876644,0.00001431468,0.0001845961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251697,"threshold_uncertainty_score":0.990944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115466031222216,"score_gpt":0.4279504582921154,"score_spread":0.3767957979798932,"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."}}