{"id":"W2563908609","doi":"10.23736/s0031-0808.16.03259-6","title":"A design thinking approach to primary ovarian insufficiency","year":2017,"lang":"en","type":"article","venue":"Panminerva Medica","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Hypergonadotropic hypogonadism; Premature ovarian insufficiency; Primary Adrenal Insufficiency; Infertility; Disease; Anxiety; Premature ovarian failure; Pediatrics; Intensive care medicine; Depression (economics); Bioinformatics; Gynecology; Psychiatry; Internal medicine; Pregnancy; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008543559,0.001504178,0.0006287502,0.002047138,0.001841687,0.006128637,0.002245584,0.003196949,0.008003039],"category_scores_gemma":[0.008701392,0.0005979591,0.001287957,0.001123207,0.01014278,0.004138376,0.003467766,0.004302984,0.002229275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004442872,"about_ca_system_score_gemma":0.006007402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787443,"about_ca_topic_score_gemma":0.001593146,"domain_scores_codex":[0.9941061,0.00353759,0.0003143175,0.0005268774,0.001262966,0.000252288],"domain_scores_gemma":[0.9933386,0.004212049,0.0003691756,0.0005166969,0.00124407,0.0003192731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003253479,0.00006177458,0.000456193,0.0006644219,0.00003238459,0.0003420594,0.002068417,0.005928901,0.001054171,0.9250535,0.01153468,0.052771],"study_design_scores_gemma":[0.00004016225,0.0001412315,0.0001496229,0.0006286479,0.00003187907,0.000525891,0.001154785,0.007072303,0.0008213115,0.7427604,0.2466387,0.00003511681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004090457,0.01423595,0.8367624,0.03697624,0.002062526,0.0004196462,0.000125595,0.0005654605,0.1047617],"genre_scores_gemma":[0.1652797,0.02348265,0.7391085,0.01359189,0.001907064,0.002023107,0.0002581605,0.0004422847,0.0539066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008543559,"threshold_uncertainty_score":0.04518324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500843157130331,"score_gpt":0.2460016827333133,"score_spread":0.22099325116201,"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."}}