{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00223499,0.00008952728,0.000192534,0.0001123356,0.0003264681,0.00004312546,0.00006051652,0.000427482,0.002815887],"category_scores_gemma":[0.004858173,0.00007971812,0.0001336575,0.00009642076,0.00003860021,0.0001096371,0.000002459308,0.001211573,0.0000784569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040051,"about_ca_system_score_gemma":0.003695552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008924036,"about_ca_topic_score_gemma":0.01306585,"domain_scores_codex":[0.9981859,0.00006103742,0.0003330618,0.0001758697,0.000799034,0.0004451353],"domain_scores_gemma":[0.9968781,0.0001072865,0.0001478773,0.00008378231,0.0008737327,0.001909152],"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":[0.0003031757,0.0001180207,0.4389617,0.00004212713,0.0001143253,0.0000633066,0.0004644464,2.464693e-7,0.003215169,0.0002644803,0.08923379,0.4672192],"study_design_scores_gemma":[0.001608424,0.0001372625,0.6200592,0.00002004484,0.0000329997,0.0002642374,0.0002012366,0.0005275833,0.00006057446,0.0001842508,0.3768243,0.00007987965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912299,0.00008004345,0.0004078573,0.0835775,0.002365615,0.0003501256,0.0000184068,0.00001988999,0.0008815455],"genre_scores_gemma":[0.9848669,0.00002381272,0.0002838554,0.005743873,0.008235371,0.00002523569,0.00001785066,0.00001208173,0.0007910724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4671394,"threshold_uncertainty_score":0.9980957,"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."}}