{"id":"W3120200714","doi":"10.1111/mms.12777","title":"Sink or swim: Risk stratification of preweaning mortality in harbor seal pups (<i>Phoca vitulina richardii</i>) admitted for rehabilitation","year":2021,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phoca; Logistic regression; Medicine; Rehabilitation; Harbor seal; Odds ratio; Weaning; Demography; Biology; Internal medicine; Physical therapy; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947422,0.0001825955,0.0002939746,0.00006077999,0.0002621694,0.00005862999,0.0004447612,0.00005272407,0.0008451225],"category_scores_gemma":[0.002219312,0.0001628872,0.00008121673,0.001859172,0.0005292716,0.0005277991,0.0009855476,0.0001458562,0.00002036819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577911,"about_ca_system_score_gemma":0.000135752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403273,"about_ca_topic_score_gemma":0.03057768,"domain_scores_codex":[0.9973894,0.0001211808,0.0005613738,0.0007762556,0.000695378,0.0004564503],"domain_scores_gemma":[0.9987369,0.0002975187,0.0002804301,0.0004694793,0.00009146705,0.000124268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114457,0.0002000043,0.9551198,0.00008495605,0.000007767138,0.000005909021,0.000246673,0.0004597953,0.0141202,0.0006487195,0.00008185962,0.02891282],"study_design_scores_gemma":[0.0004404291,0.000354882,0.9848759,0.00001942822,0.00002501626,0.000002114681,0.0001731447,0.007264906,0.004474302,0.000851787,0.00132569,0.000192394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990801,0.00002083542,0.0005515848,0.0003354998,0.0001038455,0.0006297485,0.00002651946,0.0000327949,0.00749816],"genre_scores_gemma":[0.9847716,0.00004776623,0.01472997,0.00007580169,0.00003154751,0.000097793,0.00001137334,0.00001108744,0.0002230539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02975605,"threshold_uncertainty_score":0.9871117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067372042951186,"score_gpt":0.2774906844111774,"score_spread":0.2568169639816655,"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."}}