{"id":"W4253318591","doi":"10.1007/978-3-030-00051-6_8","title":"Clinical Diagnosis","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Computer science","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":[0.0005221668,0.0006863782,0.0004835989,0.001651804,0.0007275455,0.001267431,0.00105533,0.001443443,0.1011983],"category_scores_gemma":[0.003621677,0.0001818365,0.0003283657,0.0008675456,0.0007902273,0.001119879,0.001273178,0.001696549,0.04123382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007702932,"about_ca_system_score_gemma":0.001963392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821187,"about_ca_topic_score_gemma":0.002694596,"domain_scores_codex":[0.9995803,0.00006765536,0.00002783012,0.0000765997,0.000166971,0.00008064795],"domain_scores_gemma":[0.999307,0.0001947133,0.00004596884,0.00007206557,0.0002419191,0.000138291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005859187,0.00006319409,0.001727585,0.0003742934,0.000008133586,0.01239246,0.0002309076,0.0001557725,0.001266126,0.03137235,0.725582,0.2267686],"study_design_scores_gemma":[0.00001415228,0.00002151753,0.0009165102,0.0005740135,0.000009097474,0.03206538,0.000176214,0.0001112348,0.0003362748,0.01115425,0.9546086,0.00001276147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003030355,0.0249115,0.008323085,0.02423086,0.009117026,0.0003104741,0.001654468,0.0003672586,0.9280549],"genre_scores_gemma":[0.07628556,0.0420428,0.01334492,0.03068535,0.01164342,0.0003703841,0.00471984,0.0002899789,0.8206177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1011983,"threshold_uncertainty_score":0.3385422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06415529347657901,"score_gpt":0.3503422834688166,"score_spread":0.2861869899922376,"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."}}