{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004499783,0.001115434,0.0008914422,0.0004743331,0.0004499946,0.0007986242,0.0013335,0.001701902,0.005271791],"category_scores_gemma":[0.01011315,0.000247842,0.00116086,0.000284914,0.001269075,0.0006619866,0.000282368,0.001874945,0.001215411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183757,"about_ca_system_score_gemma":0.0007881123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007628924,"about_ca_topic_score_gemma":0.001139055,"domain_scores_codex":[0.9979604,0.001207588,0.000282524,0.0001073661,0.0002963809,0.0001457135],"domain_scores_gemma":[0.9919831,0.005962849,0.0005448834,0.0004244059,0.0004845274,0.0006001912],"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":[0.3044386,0.0612086,0.0123155,0.009042867,0.001546089,0.007511083,0.001190476,0.003008292,0.0951023,0.001295561,0.01185399,0.4914867],"study_design_scores_gemma":[0.06609178,0.8869247,0.01702463,0.0003254701,0.0005181466,0.002662606,0.0002268168,0.001469046,0.01024197,0.000436227,0.01400558,0.00007298718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454135,0.01284506,0.01165278,0.004972243,0.001896429,0.01040753,0.001738607,0.0003015569,0.01077225],"genre_scores_gemma":[0.9738995,0.005017282,0.008826644,0.002771677,0.001666204,0.003845057,0.0009918736,0.00004997056,0.002931662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005271791,"threshold_uncertainty_score":0.02379739,"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."}}