{"id":"W4398236055","doi":"10.5114/ppiel.2024.139132","title":"Medical and non-medical faculty students’ attitudesto in vitro fertilisation","year":2024,"lang":"en","type":"article","venue":"Problemy Pielęgniarstwa","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Fertilisation; In vitro fertilisation; Psychology; Medicine; Biology; Cryopreservation; Embryo; Reproductive technology; Cell biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294517,0.0001900213,0.0003582466,0.0002807574,0.00005590295,0.0000517246,0.0001939283,0.0003697349,0.0001861845],"category_scores_gemma":[0.001292238,0.0001448485,0.00005138704,0.0004184077,0.0002151472,0.0001353475,0.0002061096,0.0008277418,0.00009814002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309082,"about_ca_system_score_gemma":0.0004219148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008104166,"about_ca_topic_score_gemma":0.00003593809,"domain_scores_codex":[0.9972535,0.00003848631,0.0004586001,0.0006478605,0.00119887,0.0004026264],"domain_scores_gemma":[0.9991833,0.0001075862,0.00003468727,0.0002744597,0.00005421934,0.0003457428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008424835,0.00119012,0.5025231,0.004346788,0.0002094116,0.002649245,0.001474295,0.000001239282,0.006633692,0.001618827,0.004604652,0.4739061],"study_design_scores_gemma":[0.005712892,0.0009318074,0.9360273,0.003818655,0.00013276,0.001408164,0.0004759654,0.004643765,0.01078364,0.007602556,0.02776723,0.0006952406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659582,0.002869161,0.0003971549,0.0281179,0.0002531037,0.0008444045,0.000005102714,0.0003915082,0.001163466],"genre_scores_gemma":[0.9967899,0.0006932602,0.000990407,0.000734016,0.0001746657,0.0001682909,0.00003690245,0.00002521751,0.0003872903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732109,"threshold_uncertainty_score":0.5906749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842531724364309,"score_gpt":0.3723603636577655,"score_spread":0.3439350464141224,"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."}}