{"id":"W2151784976","doi":"10.1503/cmaj.090195","title":"Personal fertility monitors for contraception","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pill; Fertility; Birth control; Family planning; Progestin; Hormonal contraception; Medicine; Gynecology; Hormone; Data science; Computer science; Population; Research methodology; Endocrinology; Environmental health; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118256,0.0003473766,0.0003098581,0.0007461641,0.0006495924,0.0006689315,0.0005631861,0.0009998998,0.05478919],"category_scores_gemma":[0.004411695,0.000154489,0.0003763294,0.0004815173,0.0002040642,0.0004800601,0.0007052701,0.001207672,0.0141575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977675,"about_ca_system_score_gemma":0.0006302777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048389,"about_ca_topic_score_gemma":0.002237259,"domain_scores_codex":[0.9987795,0.000346761,0.00004001677,0.0001223987,0.0006560854,0.00005528169],"domain_scores_gemma":[0.9988943,0.0004086096,0.0001729828,0.0001136588,0.0002840704,0.0001264049],"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":[0.0001571246,0.0001179032,0.006694315,0.0003626686,0.00003122788,0.0002863426,0.0001659296,0.00004763755,0.002365559,0.003306495,0.27769,0.7087748],"study_design_scores_gemma":[0.00003841538,0.0002011682,0.008070704,0.0003545769,0.00004795017,0.00303658,0.00006104963,0.0001165016,0.002345024,0.00111141,0.9845966,0.00002013316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0217079,0.2465704,0.02076368,0.07314155,0.01117752,0.0005847919,0.008266203,0.003382991,0.6144049],"genre_scores_gemma":[0.296281,0.1301695,0.07562926,0.07480326,0.01478664,0.001032638,0.005551351,0.0004788424,0.4012675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05478919,"threshold_uncertainty_score":0.1832881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129764453389904,"score_gpt":0.2883513448014044,"score_spread":0.2770537002675054,"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."}}