{"id":"W2939531057","doi":"10.2196/13916","title":"Independent and Web-Based Advice for Infertile Patients Using Fertility Consult: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Infertility; Family medicine; Medicine; Fertility clinic; Pregnancy; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001957553,0.0003360076,0.0004717015,0.0006139945,0.001279072,0.0006423139,0.0003883666,0.0007153248,0.005662029],"category_scores_gemma":[0.004893377,0.0003043288,0.000586355,0.0005168929,0.0005181039,0.0005038867,0.0008632965,0.0008302701,0.0005646949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718889,"about_ca_system_score_gemma":0.001917732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791913,"about_ca_topic_score_gemma":0.007690154,"domain_scores_codex":[0.9990683,0.0005049282,0.00004180254,0.00007622177,0.0001114686,0.0001973147],"domain_scores_gemma":[0.9964138,0.001610787,0.0003085887,0.0001465255,0.000290722,0.00122954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01286804,0.1960282,0.4626549,0.002253282,0.0002691523,0.01116559,0.09793251,0.0007135029,0.008135512,0.0003516262,0.005246919,0.2023808],"study_design_scores_gemma":[0.008033389,0.2259489,0.6584551,0.0003753325,0.0003452468,0.005794106,0.08582771,0.001940361,0.002400592,0.0002050227,0.01050005,0.0001741639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990281,0.00005493105,0.00006042647,0.00004035656,0.000005332283,0.000387629,0.00006145043,0.000004006835,0.000357784],"genre_scores_gemma":[0.9962435,0.0003275044,0.001098435,0.0002939563,0.00004518579,0.001123388,0.000164296,0.000005742883,0.0006981617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662029,"threshold_uncertainty_score":0.01894134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212320295997089,"score_gpt":0.4513673186710819,"score_spread":0.330135289071373,"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."}}