{"id":"W4225690791","doi":"10.3389/fonc.2022.857699","title":"The Role of a Longitudinal, Multidisciplinary Clinic in Building a Unique Research Collaborative","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"","keywords":"Multidisciplinary approach; Multidisciplinary team; Perspective (graphical); Medicine; Medical education; Psychology; Nursing; Computer science; Sociology","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":[0.007582622,0.0001201397,0.0006216815,0.0005463482,0.0002877235,0.00000644796,0.0003797238,0.0001265591,0.00007186761],"category_scores_gemma":[0.001102137,0.0001083221,0.00007223613,0.001813807,0.0005425176,0.00004883889,0.0005909187,0.001398629,0.000002632716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562506,"about_ca_system_score_gemma":0.001863183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008012997,"about_ca_topic_score_gemma":0.002338047,"domain_scores_codex":[0.9951745,0.002690335,0.000720649,0.0003913942,0.0005396488,0.0004834268],"domain_scores_gemma":[0.9973222,0.001775651,0.0002109619,0.0004277985,0.0001781276,0.00008528504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004954455,0.001297058,0.9259626,0.00006643931,0.0001218876,0.0002186507,0.0263899,0.0001624887,0.0006189194,0.001164646,0.02612712,0.01291579],"study_design_scores_gemma":[0.008061644,0.007503456,0.3354178,0.0002471079,0.00004374578,0.00006913897,0.3321908,0.002295236,0.0009560529,0.03038714,0.2824964,0.0003314974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710686,0.008535197,0.00009776804,0.01272978,0.001014081,0.001268057,0.00002345698,0.00002004078,0.005243055],"genre_scores_gemma":[0.990419,0.0006343218,0.007716429,0.0001790668,0.0001044742,0.0004920468,0.000009048634,0.00002530654,0.00042031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5905448,"threshold_uncertainty_score":0.6076425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05571041518866281,"score_gpt":0.4415575566458059,"score_spread":0.3858471414571431,"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."}}