{"id":"W4316813979","doi":"10.1177/22925503221151187","title":"Family Planning Among Canadian Plastic Surgeons and Trainees","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001091335,0.0001614045,0.000121092,0.0007901841,0.003867623,0.0007509249,0.0006243078,0.0003109373,0.006531169],"category_scores_gemma":[0.003777654,0.0001593229,0.0002016278,0.001676586,0.0009881062,0.0002436848,0.0009078476,0.0004714012,0.0002476446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040179,"about_ca_system_score_gemma":0.04350802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.927859,"about_ca_topic_score_gemma":0.9570618,"domain_scores_codex":[0.9986746,0.0001272922,0.00003552261,0.00007852797,0.0005727616,0.0005113323],"domain_scores_gemma":[0.9953721,0.0004266214,0.0008226539,0.00007793059,0.001050034,0.002250728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005227833,0.00006983176,0.9091777,0.0002490459,0.00002265929,0.0006223301,0.01743314,0.0001103148,0.0004479317,0.000335927,0.01633918,0.05513977],"study_design_scores_gemma":[0.000007746282,0.00009310181,0.9345,0.0003197265,0.00001402142,0.0008768543,0.03553183,0.00008870013,0.0001290524,0.0000727298,0.028338,0.0000281781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752354,0.00241061,0.0001479481,0.004738252,0.0000890342,0.00008482765,0.001372445,0.00002342599,0.01589807],"genre_scores_gemma":[0.9923269,0.003163886,0.0002695438,0.001026211,0.00003807844,0.00003546862,0.0004136251,0.000005252572,0.002720966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07214099,"threshold_uncertainty_score":0.1451316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364882398009634,"score_gpt":0.2619333468129783,"score_spread":0.208284522832882,"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."}}