{"id":"W3155373822","doi":"10.2196/24659","title":"Professionals’ and Students’ Perceived Needs for an Online Supportive Application for Reducing School Absence and Stimulating Reintegration: Concept Mapping Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw","keywords":"Absenteeism; Likert scale; Psychology; Medical education; Autonomy; Intervention (counseling); Health professionals; Computer-assisted web interviewing; Health care; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002654319,0.0001278791,0.00023025,0.0001598715,0.001945694,0.0002775096,0.0002251752,0.00008742384,0.00002223802],"category_scores_gemma":[0.0006443463,0.0001158787,0.00003460602,0.0005944553,0.0002554396,0.001085509,0.0001163859,0.0003572081,0.000002088018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619785,"about_ca_system_score_gemma":0.0004157329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001967849,"about_ca_topic_score_gemma":0.0007872024,"domain_scores_codex":[0.9974481,0.0005533091,0.0003720283,0.0003876497,0.0007687074,0.0004701743],"domain_scores_gemma":[0.9971829,0.0007552556,0.0001343985,0.0001828333,0.001513233,0.000231363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001714369,0.0008417567,0.06287464,0.0001492097,0.0000620955,0.000002349032,0.9019805,0.00002750346,0.003346726,0.002984329,0.000677619,0.02688184],"study_design_scores_gemma":[0.001158847,0.0005212552,0.1568734,0.0002194835,0.000007247316,9.457365e-7,0.83411,0.004950392,0.0001234419,0.001401193,0.000465052,0.0001687243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895316,0.000144118,0.005566116,0.0008573703,0.00006007027,0.003539538,0.00006526157,0.0000358125,0.0002001288],"genre_scores_gemma":[0.994947,0.00004050414,0.00264429,0.00006892827,0.0002510613,0.001178349,0.0000952808,0.00001394794,0.0007606962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09399878,"threshold_uncertainty_score":0.9993536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505685224985444,"score_gpt":0.4947420977630409,"score_spread":0.3441735752644965,"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."}}